{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import sys\n",
    "import torch\n",
    "import random\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "heights = [5, 10, 15, 20, 25, 30]\n",
    "Mean_Org = [22.0, 18.1, 15.1, 13.7, 13.4, 13.2]\n",
    "Mean_FPS_LoD_2 = [57.82, 43.54, 38.00, 34.18, 30.34, 20.56]\n",
    "Mean_FPS_LoD_1 = [62.30, 51.30, 43.17, 37.23, 33.22, 30.42]\n",
    "Mean_FPS_LoD = [66.56, 55.82, 47.87, 42.59, 39.09, 36.37]\n",
    "\n",
    "Min_Org = [16.5, 13.7, 11.6, 9.73, 9.41, 9.49]\n",
    "Min_FPS_LoD_2 = [37.2, 30.3, 22.9, 19.6, 17.7, 8.4]\n",
    "Min_FPS_LoD_1 = [45.54, 35.25, 32.23, 26.69, 24.24, 20.66]\n",
    "Min_FPS_LoD = [39.4, 38.5, 34.0, 29.6, 28.8, 27.8]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.style.use('seaborn-whitegrid')\n",
    "plt.figure(figsize=(16, 6))\n",
    "size1, size2, line_width = 15, 20, 3\n",
    "plt.plot(heights, Mean_Org, label='Original', color='gray', marker='s', markersize=size1, linewidth=line_width)\n",
    "plt.plot(heights, Mean_FPS_LoD_2, label='LoD 2 Only', color=plt.get_cmap('Paired')(3), marker='D', markersize=size1, linewidth=line_width)\n",
    "plt.plot(heights, Mean_FPS_LoD_1, label='LoD 1 Only', color=plt.get_cmap('Paired')(1), marker='o', markersize=size1, linewidth=line_width)\n",
    "plt.plot(heights, Mean_FPS_LoD, label='LoD', color=plt.get_cmap('Accent')(5), marker='*', markersize=size2, linewidth=line_width)\n",
    "\n",
    "# draw the line of 25 FPS\n",
    "plt.plot([5, 30], [25, 25], color='red', label=\"25 FPS\", linestyle='dotted', linewidth=line_width, alpha=0.5)\n",
    "plt.fill_between([5, 30], [12, 12], [25, 25], color='black', alpha=0.05)\n",
    "\n",
    "# plt.fill_between(heights, Min_Org, Mean_Org, color='black', alpha=0.1)\n",
    "# plt.fill_between(heights, Min_FPS_LoD_2, Mean_FPS_LoD_2, color='g', alpha=0.1)\n",
    "# plt.fill_between(heights, Min_FPS_LoD_1, Mean_FPS_LoD_1, color='b', alpha=0.1)\n",
    "# plt.fill_between(heights, Min_FPS_LoD, Mean_FPS_LoD, color='r', alpha=0.1)\n",
    "\n",
    "# plt.plot(heights, Min_Org, color='gray', marker='s', linestyle='dashed', markersize=size1, linewidth=line_width)\n",
    "# plt.plot(heights, Min_FPS_LoD_2, color='limegreen', marker='D', linestyle='dashed', markersize=size1, linewidth=line_width)\n",
    "# plt.plot(heights, Min_FPS_LoD_1, color='dodgerblue', marker='o', linestyle='dashed', markersize=size1, linewidth=line_width)\n",
    "# plt.plot(heights, Min_FPS_LoD, color='red', marker='*', linestyle='dashed', markersize=size2, linewidth=line_width)\n",
    "\n",
    "font_size = 30\n",
    "plt.xticks(fontsize=font_size)\n",
    "plt.yticks(fontsize=font_size)\n",
    "plt.xlabel('Camera Height / 100m', fontsize=font_size)\n",
    "plt.ylabel('Average FPS', fontsize=font_size)\n",
    "plt.legend(fontsize=font_size-8, ncol=2)\n",
    "plt.grid(False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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YwTPPPFPu+9xu9erVvP7661bPIScnh6NHj3L06FHWrVvH559/joeH7UEcL7/8MitXrrR57Nq1a1y7do0//viDL774gk8//ZTQ0FCHPwdRO5ni0lCuZRTdSAH9z2dsjlTVrz2D8dAV82InRVAFeKAOrnvl9S5dukRkZCRnz1qXHszLyyMtLY2oqCi++eYbpk2bRmRkpEPvrdPpiIyM5OmnnwZg7dq1vPrqq+h0Oofep66TULWaSkpKstr29ZWV6SuKm5OWqXc35eEeTViyO5rPtl8gLcc6xDYp8NPhWNYcjeOBziG8PLw1Xi7yYiSEEEIIIeqenTt3Wh6PGjWq1OePGjWKXbt2AbBr1y67oeqRI0dYsGABKpWKUaNG0blzZ9zc3Lh48SINGzYs1T0/+eQTvvjiC8A8unbw4MHceeeduLm5ER0dzcqVK/n1118xmUzFXKl0duzYwe+//46LiwsTJkygbdu2ODk5cerUKZYtW0Z6ejpHjhzh3Xff5a233rJ5jZycHHQ6HZ07d6Z9+/Y0btwYDw8P8vLyuHTpEhs2bODMmTNcuHCBJ598klWrVtkNaIUoKOuhHzHuvFR8Q3uhaWoOGd0+K/Z0zZ1N8Nj6aOk6V8Ndu3aN8ePHW7Kd4OBgRo0aRXh4OFlZWezYsYMNGzZgMBiYM2cOeXl5zJw506F96NevH15eXqSlpZGVlcVff/1Fp06dHHqPuq7OhaqffPJJqUd9nj59mnfffdey3aBBA6varACNGzd2SP8Arl69SlxcnNU+qX1R8TyctUzv15xHeoTyxc5oFu+KJiPX+mfFYFLYfT4ZV52minophBBCCCGKk5mZWeZznZycKn0kT3Z2dpnDPK1WW6mLPWVmZnL69K1VwMvyAb1jx46Wx6dPnyYrKws3N7dC7Xbt2kX9+vVZvHgxrVq1KluHgejoaD755BPAPHprzpw5lin++R5//HGmTZvGunXrynwfW3777TeaN2/OF198YVUiYcSIEYwaNYoHHniArKwsVq1axTPPPGNzHY2HHnqIf/3rX3h72y6JNm3aNBYtWsSHH37IpUuXWLp0qcNHvYnqx5RY9tc5lYcTKlcdTo93IvvgFcg1gFLECfaOFXUOmMNYZy1Oj3XEdD0LjMWdYOcyLtoatyDWrFmzLIHq3XffzZw5c3B1dbUcHzNmDNu2bWP69Onk5eWxcOFC+vbtS4cOHRzWB5VKRbt27SxfhEmo6nh1LlTt1q1bqc/RaKwDNGdnZ3r16uWoLhXy448/Wm0HBQXJFI5K5O2q47lBLXisdyif7bjAkt0xZOXdWtTq7/2bo9Ooq7CHQgghhBCiKB988EGZzx02bFiZPjOUx5dffkliYmKZzu3SpUulruqcmJhoCYCdnZ1LPWIUzAtbOTk5kZeXh9FoJCkpye4glTfffLNcgSrAt99+aylX8NhjjxUKVAFcXV354IMPGDJkiNU6HOWl1WqZO3euzZqzTZs2ZcKECSxatAi9Xs/u3bu59957C7UrrryCSqXiqaeeYuvWrRw6dIjVq1dLqFoHpAe+X3wjO1zmDsc5shtOEzug6dKQrPuXYzp33TxF01HUKtTN6+H241g0Ef6kt52P6WTZXuecnu6K67yas3r9mTNn2LZtGwB+fn589NFHVoFqvrvvvpsZM2bw4YcfYjKZWLRoEfPnz3doX4KDgy2P6+paPRVJkqFq5vz58yxevNhq38CBA6uoN3Wbj5sT/xzSiu0v9OPJO8Nw1qoJb+DOfR3sv3HMzJXat0IIIYQQovZKTU21PPbyKnuNxILnpqSk2GwTHBxsMwAtrU2bNgGgVqt55JFH7LarV68eI0eOLPf9Curbt2+Ri9D07t3b8vj2uoul1blzZwAuXrzIjRs3ynUtUXdoIvzxODgF3SPtHXpd3cT2eBycgibC36HXrQk2btxoeTxu3Lgiy3E8/PDDuLub123Ztm0bubm5Du1LSV5rRdnVuZGqleXUqVPs27ePsWPH2vxGwt45kZGRVtOVXFxcePLJJyuqm6IEGng488rwCJ7sE058ag5aO6NUT19NY8yCPUzs2YQn7wzHx01W3hRCCCGEEKKsOnbsiEpVzAo4xUhKSiI+Ph4wjwz18/Mrsn337t35+uuvy3XPgoqbyltwBGvBwPp2BoOBDRs2sHnzZk6dOkVCQgKZmZl2y0Zcu3ZN1uUQJaZyd8Jt8X3k3R1K9mOry34htQqcNLh+eg9OEzs4qns1zp9//ml53KdPnyLburm50blzZ7Zv345er+fkyZNWJVLKq+DCfOV9PRWFSahaQdLS0nj77bf59NNPGTx4MAMHDqRt27bUq1fPqp2iKERFRbFixQqWL19OXl6e1fHnnnvO5lQRUfn8vVzw93Kxe/zjTWdJzzUwf+t5lu65yGN9wni8T5gsaCWEEEIIIWqNgnU9yzNNvuC5Pj4+NtsEBgaW+fr5EhISLI8bNWpUbPuStCmN4oJNJ6dbAzFu/yyY78KFC8yYMYNz586V+L4ZGcWs6C6EDU6TOpD93HpIySnT+SpfF9y3PYamddFfXtR2Bcu5lKSUY2hoKNu3by90riOU5LVWlJ2EqhUsJSWFH374gR9++AEwL3Ll6+uLu7s7WVlZXLt2ze43ko899hiTJk2qzO6KMjp+JZX1J65attNzDczZfJYlu2N46s5wJvcKxd1Z/rkJIYQQQlSGf/zjH2U+t2DIVVkeffTRci1UVZn8/PxQq9WYTCZyc3O5cuVKqeuqxsbGWgJEjUZjc3EmMM/aK6+srCzL45LMICzpLMOSUqvLV3EvPT2dSZMmWcJhf39/+vbtS9OmTalfvz7Ozs6We/z666/89ttvABiNRrvXFLWD59UXynyuysP+65znmRkoGXlkP7MO4y9RJb6m5p4WuH0+ErWfu83j7tseLddCVTVJwdnHthbhu13BNuVZaNGWgoug3z7IT5RfzfrJrAWSkpIsK8DZ4+Hhweuvv26zSLmong5EX0etKlzXOzVbz/sbzvDFrmim3BXOxB6huDppbF9ECCGEEEI4RH59uprC0UFeRXJ3d6dVq1acPHkSgMOHD5c6VD169KjlcatWrUoUOpRVwWtnZ2cX274kbSrTN998YwlU//a3v/Hf//7XbvB/6NChyuyaqGL2wstyX7eBOzRwRxPqg1GrBkMJvvDRqtGE+RbZJ3W9ivt3Xt0U/B2UlZVV7Jd1Bb/8ceTvL5PJZFWKoH17x9bNFbJQVYVp0aIF//jHP7jzzjtLPMQ6PDycF154gS1btkigWsM82juMDTPv5m/tGmKrTMn1zDzeXneaO9//g8W7osnRyzfHQgghhBCiZipYI3D16tWlPn/VqlU2r1UR/P1vLZJz+fLlYtuXpE1l2rVrF2AekTxr1qwiw5mCI9KEKA/FZEL/w4mSBaoABhP65cdRyjjivrYpWLv54sWLxbaPiYmxPC74mlVeW7ZssZQCcXNzo02bNg67tjCTkaol0L17d86cOVOqc3x9fXnyyScti0zFxcVx8eJFrly5QlpaGjk5OTg7O+Pl5YW/vz/t2rWTQuI1XDN/D+aO78j0fs34eHMU645fLdQmKSOXN385ycLt55netxkPdm2Es1ZGrgohhBBCiJpj/PjxLF68GIPBwM6dOzl48CBdunQp0bkHDx60BIU6nY6HHnqoIrtKgwYNCAoKIj4+nvPnz5OYmFjkYlX79u2r0P6UVn59RR8fH6t6trfLzc2tdn0XNZdx92WUhNJNQ1cSMjHuiUXbu3EF9armaN++vaVG6s6dO4scIZqdnW0ZZa7T6YiIiHBIH/R6PZ9++qlle/To0ZVeLqYukJGqlSQ4OJhevXrxwAMP8NhjjxEZGcnjjz/OmDFjuPvuuyVQrUVaBnry6YTO/DKjDwNb2/6W6VpaLrPWnqD/h9v48VBsJfdQCCGEEEKIsmvYsCFjx44FzAvvvvjii1YLQtmTkJDAiy++aFmNety4cQ5ZjKo4AwYMAMxTYb/++mu77a5fv86aNWsqvD+lkV++IDk5ucjFp7766itSUlIqqVeittOvOAHa2+IirRpctDjN7AEuWtCoCh3XrzhReZ2sxgYPHmx5/P333xf5b/fbb7+11FHt27evQ+p6G41G3nrrLY4fPw6Y61M/9dRT5b6uKExCVSEqyB0Nvfl8YlfWRPbm7ha2vw2PS8nmr7iUyu2YEEIIIYQQ5fR///d/tGrVCjBPmZ8wYQIHDx602/7IkSM8/PDDlun1rVu35p///Gel9HXChAnodDoAFi9ezObNmwu1yc7O5h//+IfVStnVQdu2bQFzeD179mybbX755Rf+97//VWa3RC1mc+q/WoW6qS8eB57C9cOheBx4CnXTeqAuEKxKCQCLFi1a0LdvX8A82vz555+3Wa95x44dln+7arXaMtO5PI4dO8bkyZNZvnw5ACqVinfeeYeAgIByX1sUJmN/hahg7Rv58NWj3Th08TofbYxi1/lkyzFnrZppfZtVYe+EEEIIIYQoPWdnZz7//HOmTJnCiRMnuHTpEhMmTKBLly7cddddBAYGolKpuHr1Kjt27ODAgQOWEapt2rRh4cKFDhmRVRLh4eFERkYyZ84c9Ho906ZNY/Dgwdx55524u7tz4cIFVq5cSVxcHMOGDWPdunWAOYyoahMmTOCnn37CYDDwzTffcOLECYYOHYq/vz/Jycls3ryZPXv24ObmRv/+/fn999+rusuihrM19V83sT2uc4ejcjP/m9VE+ONxcArZM35D/9VRS7vaWgLA3hcat/P392fChAkAvPnmm4wePZqkpCS2bt3KiBEjGD16NOHh4WRmZrJr1y7Wr19veV2cOnVqiRaS2rRpk9V2RkYG6enpnD17liNHjhAVFWU55ubmxmuvvcawYcNK+lRFKUmoKkQl6dykHt8+0YO9F5L5aGMU+2Ou80iPJvh7udhsn2cwoVWrUKur/s2cEEIIIYQQt/Pz8+Obb75hzpw5fPfdd+Tl5XHw4EG7I1adnJwYP348M2fOtExrryyRkZGkp6fz5ZdfoigKv//+e6EAcsSIEUybNs0SqjpyFe6yatmyJW+88Qavv/46BoOBI0eOcOTIEas2Pj4+fPjhhxw5ckRCVVFulin8GhXoNLh+eg9OEzsUaqdyd8Jt8X3k3R1KduQvoDeCUUG/4kStC1UXLFhQonatWrWyhKoBAQF89913REZGcu7cOeLi4pg7d26hc7RaLZGRkUybNq1E9yhJO2dnZwYNGsTMmTNp1KhRia4rykZCVSEqWY/w+ix/qge7zifTKtDTbrtFOy7wy1/xPDuwOYNaB1SLb8qFEEIIIeoiNzc3tFotBoPBYdfUarWVHixWBDc3N1566SUmT57MunXr2LlzJzExMVy/fh1FUahXrx6hoaH06dOHYcOG0bBhwyrr6//93/8xYMAAvvnmGw4dOsSNGzfw8fGhVatWjBkzhiFDhvDnn39a2vv4+FRZXwt64IEHaN26NV9++SUHDhwgOTkZd3d3goKC6NevH+PGjSMgIKBQ2CpEaVmm/gPqZvVw+3EsmoiiV6N3mtQBTdeGZN2/HFNUMvrlx3H5aAgqtVSbbNKkCWvWrGHt2rVs2LCBEydOcOPGDVxcXAgKCqJnz56MHz+esLCwMl1fq9Xi7u6Oh4cHAQEBREREcMcdd9C/f/8iF7YTjqNS8scaixovKyuLU6dO0bp161rxBq0uS8vRc+d7f5CarQegXbA3zw5qQd8WfhKuCiGEEEJUgdTUVLKyshx2PTc3N/nQWw19/fXX/Pvf/wZg/vz5DBw4sIp7JETlUTLzyBy8FHWrBlbT/Ut6bvaM3zCdScJ9w0RU7pVT3kOIilDSfE1GqgpRDS3eGW0JVAGOxaXy6JIDdGrsw3ODWtK7aX0JV4UQQgghKpG3t7eEoLWcXq+3LO6i0+no1KlTFfdIiMqlcnfCfcdjZRplml8OQDGZZJSqqDPkJ12IakZRFLafTbR57PClFB7+Yh9jF+1lX3SyzTZCCCGEEEIIa8nJyZw7d87u8dzcXF5++WXOnj0LwJAhQ6hXr15ldU+IaqO8gagEqqIukZGqQlQzKpWKFVN68cuxK3y86SzRyZmF2uyPvs7Yz/bSp1kDnh3Ygs5NfKugp0IIIYQQQtQMV65c4YEHHuCOO+6gZ8+ehIWF4eHhQWZmJmfOnOHXX38lMdE8sMHHx4d//vOfVdxjIYQQ1Z2EqkJUQxq1ipEdghnRNohVR+P43+azXL6RXajdznNJ7DyXRN8Wfjw3qAXtQnwqv7NCCCGEEELUEMePH+f48eN2j4eEhPDJJ58QEBBQib0SQghRE8lCVbWILFRVe+mNJn48FMvcLWe5kppjt93A1gH835CWNA/wrMTeCSGEEEIIUb3l5eWxceNGduzYwenTp7l+/TopKSkA+Pr60rp1a/r37899992Hk5MssCOEEHVZSfM1CVVrEQlVa79cg5HlBy4z749zJKTn2mzz7ePd6d2sQSX3TAghhBBCCCGEEKLmK2m+JhWEhahBnLUaJvYMZfsL/Zg1IoIGHtbfoncPq0evpvWrqHdCCCGEEEIIIYQQdYOEqkLUQC46DY/3CWP7C/14cWgrfN10ADw3qAUqlcrmOQajqTK7KIQQQgghhBBCCFFryUJVQtRgbk5apt7dlId7NGHDiat0D7M9SlVRFMYt2kszfw+m92tGiK+UhxBCCCGEEEIIIYQoKwlVhagFPJy1jO4UYvf4ltMJHLx4g4MXb/DT4VjGdmnE9H7NCfR2qcReCiGEEEIIIYQQQtQOMv1fiFpOURQ+2hRl2dYbFb7Zd4m7PviDN34+QUJ6ThX2TgghhBBCCCGEEKLmkVBViFrubEIG5xMzCu3PM5j4cncMd73/B2+vO0VyRm4V9E4IIYQQQgghhBCi5pFQVYharkWAJ9v/0Y/JvUJx0hb+J5+jN7Fw+wXufP8P3v/9NClZeVXQSyGEEEIIIYQQQoiaQ0JVIeoAfy8X/vW3Nmz7R18e7t4YnUZVqE1WnpH5W89z53t/MHtTFGk5+iroqRBCCCGEEEIIIUT1J6GqEHVIkLcr/76vLVue78vYLo3QqAuHq+m5BuZsPsud7/3B/D/OkZ1nrIKeCiGEEEIIIYQQQlRfEqoKUQc18nXj3fvbseW5uxndMRgb2Sqp2Xq+3B2NglL5HRRCCCGEEEIIIYSoxrRV3YG6KDc3l8OHD3PhwgXS0tLQ6XQEBgbSvn17GjVqVNXdE3VIk/rufPRgByL7NuN/W87y87ErKAUy1Kl3N8XNSV4mhBBCCCGEEEIIIQqStKQYzz33HL/++qvVvuDgYLZs2VLqa12/fp158+axatUqsrKybLZp06YNkZGRDBw4sEz9FaIsmvl78L9xHZnWtxkfb45i3fGr+Hs683D3JnbPMZkU1LaGuAohhBBCCCGEEELUcjL9vwhbtmwpFKiW1b59+xg+fDjffvut3UAV4MSJE0ybNo3/+7//Iy9PVmEXlatloCefTujMLzP68O7odrjoNDbbxd7Iov9HW/l+/yX0RlMl91IIIYQQonr6/M8FdP2qHZ//uaCquyKEEEKICiahqh3p6en861//csi1Dh48yFNPPcWNGzes9nt5eREREUFwcDAajXV4tXr1ap5//nkURepZisp3R0Nv+rXyt3t87pZzxCRn8dKqvxjw0TZ+PBSLQcJVIYQQQtRhn/+5gAVH56OgsODofAlWhRBCiFpOQlU73nvvPa5duwaAm5tbma+TmprKs88+S05OjmVfcHAw8+fPZ//+/axatYotW7awZcsWxo4da3Xuhg0bWLJkSZnvLURFuJicyY+HYy3bl65n8Y8f/2Twx9tZczQOo0m+CBBCCCFE3ZIfqBYkwaoQQghRu0moasO+fftYsWIFAGq1mmnTppX5Wl988QUJCQmW7ZCQEL7//nsGDhyISnWrHmVgYCBvvvkmzz77rNX58+fPJzU1tcz3F8LRfj52xWZweiEpk2eWH2XonO389lc8JglXhRBCCFEH2ApU80mwKoTZ3LlzadmyJS1btmTfvn1V3R0hhHAIWajqNjk5Obz66quWafcPP/wwbdu2LdO1rl+/ztdff22179///jcBAQF2z5kyZQo7d+7kwIEDgLkMweLFiwuFrUJUlWl9m9GhkS8fbjjDkcsphY6fTcgg8rvDtA7y4tmBzRnUOsDqCwQhhBBCiNqiqEA1X/7xJ9pPrYwuVZqWLVtaHp85c6YKe2Ldl4J0Oh3u7u54eHgQEBBAREQEbdq0oV+/fvj4+Di0D7m5uezdu5e9e/fy119/ER0dTWpqKjqdjnr16nHHHXcwdOhQBg4ciE6nc+i982VlZbF+/Xp27NjByZMnuX79OtnZ2fj6+hIUFETPnj0ZOHBgmT/fClGXZGRksGvXLvbt28fJkyeJiYkhPT0dZ2dn/P39adeuHffccw933nlnsZ93V65cyUsvvVTie0+fPp0ZM2aUq/9z585l3rx5pTpn6dKldO/e3WqfvddXMM/q9vb2pmXLltx1112MHDkSDw+PIu+RkpLC2rVr2blzJ2fOnCE1NRW9Xo+bmxsBAQGEhoYSERFB165d6dChQ4W9XjqKhKq3mTNnDpcuXQKgYcOGzJw5k+PHj5fpWr/++qvVolRdu3alZ8+eRZ6jUqmYNm0akydPtuz76aefmDlzpgRTolpQqVT0adaA3k3rs/VMIh9tiuKvuMKjqU/Fp/HU14doF+zNs4Na0LeFn/wMCyGEEKLWKEmgmq+2BqvVnV6vJyUlhZSUFGJjYzl06BAATk5ODB48mJkzZ9KoUaNy3+fXX39l1qxZZGZm2uxDVlYWsbGxrF+/nhYtWvDBBx8UGVSUxbJly5g7dy5JSUmFjiUkJJCQkMCff/7JggULGDBgAC+99JJDnrsQtdGXX37J7Nmzyc3NLXTMYDAQHR1NdHQ0a9asoUuXLrz//vs0bNiwCnpatbKyssjKyiI+Pp6tW7fyySef8M4773DnnXfabL969Wr+85//kJaWVuhYWloaaWlpnD17lo0bNwIwbNgwPv7444p8CuUmoWoBx44d46uvvrJsv/baa7i7u5f5eps3b7bafuCBB0p0Xo8ePQgJCSE21ly3MjExkaNHj9KxY8cy96U2MB6JJ/vlTbi+PRBNh6Cq7k6dp1Kp6NfKn74t/dh46hofbYzi9NX0Qu2OxaXy6JIDdGrsw/ODWtK7WYMq6K0QQgghhOOUJlDNJ8Fq5Zg//9bfi6IoZGZmWj6oHzlyhLNnz5KXl8cvv/zCli1beOWVV0r8Oc2euLg4S6Dq6+tLr169aNeuHX5+fhgMBk6dOsXq1au5ceMGUVFRTJw4ke+//57w8PBy3RfMoe1rr73GypUrLftCQ0MZOHAgoaGhuLu7k5iYyMGDB9m+fTs5OTls3ryZI0eO8Mknn9T5z5hC2BIdHW0JVAMCAujVqxdt2rShfv365ObmcvToUdauXUtWVhYHDx7kkUce4YcffqB+/frFXvuRRx6hR48eRbYJCwtzyPPIN3z4cEaMGFFsu+bNmxd5vODrK5hH854+fdry+paUlERkZCRff/01HTp0sGq7bNkyXn/9dct2ixYt6N+/P2FhYbi4uJCZmcmlS5c4duwYBw4cQK/XYzJV/8WwJVS9Sa/X88orr2A0GgEYOnQo/fr1K/P1MjMzOXjwoNW+3r17l+hclUpFr169+OGHHyz7tm7dWud/4elXnMC44Tz6TkESqlYjKpWKwRGBDGwVwLoTV5m9KYpzCRmF2h2+lMKKQ5clVBVCCCFEjVaWQDWfBKsVb+DAgUUeP3r0KB9++CH79+8nKyuLV199FVdX1xIFDkVp3749TzzxBP369Ss0XXXkyJFMmTKFyMhIDh8+TEpKCv/6179YunRpue4J8NZbb1kCVRcXF1599VUeeOCBQjPEJk2aRFxcHLNmzWLXrl1cv36dxx9/nJUrVxIaGlrufghRm6hUKvr06cNjjz1Gz549UautlyMaNWoUTz31FI8//jjR0dHExsbywQcf8Pbbbxd77YiIiGJfpxwtPDzcIfe0d40pU6bwxBNPcPz4cfLy8nj77bdZvny55XhiYiLvvPOOZfv111/noYcesnufjIwMfv/9d8vi8dWZLFR108KFC4mKigLAy8uLV199tVzXO3fuHHq93rIdEhKCn59fic/v1KmT1fapU6fK1Z/aQL/qlNX/RfWiVqsY0TaI35+5izljOxBW33qUt1oFf+9f9DdfQgghhBDVWXkC1XyyeFXV6tChA0uWLGHs2LGAeTTrSy+9RHx8fJmvOXbsWH744QcGDx5st/6fr68vc+bMwcXFBTAvjpw/M7Gsfv/9d0twodPp+OyzzxgzZozdklvBwcEsXLiQvn37AuaBQDNnzrQMLBJCmD377LN88cUX9O7du1Cgmi84ONhqavq6devIzs6upB5WL76+vrz77ruW7aNHj1q9pm7YsMHyZzN8+PAiA1UADw8P7r//fiIjIyumww4koSrmAHTBgltvbP7xj3+UKgC15fz581bbzZo1K9X5TZs2LfJ6dY0p+gamqGTz4zPJmGJuVHGPhD0atYqRHYLZ+OxdvP9AOxr5ugIwulMI4X62i1bnLwwnhBBCCFFdOSJQzSfB6i1Go5FVq1YxdepU7rrrLtq2bUvXrl3529/+xttvv010dLTD76nRaJg1a5Zlwabc3Fyrz4Ol5e3tXaJ2/v7+dOnSxbJdngW+FEVhzpw5lu3IyMhCC8zYotPpeOeddyzTlE+dOsXvv/9us23Lli1p2bIljzzyCGD+c1q6dCljx46le/futGvXjkGDBvH6669z+fLlMj+X+++/n5YtW9K6desShduKojBw4EBatmxJu3btSE0tvL6DEOVR0oXsWrVqZZmqn52dzcWLFyuwV9Vbs2bNaNKkiWW74Otbwdfxrl27Vmq/KlqdD1VNJhOvvPKKZVRply5dePDBB8t93dt/+QcGBpbq/KAg6+ntV65csVkkua7Q/xplHuoIoLq5Lao1rUbNmM6N2PJ8X94e1bbIUarf7r/EE0sPcuKKvCESQgghRPXjyEA1nwSrcOnSJUaOHMmLL77IH3/8wbVr18jLyyMtLY2oqCiWLFnCPffcwyeffOLwe+t0OqtRUGvXrrWaaVhRCq6MXZ7Pdzt37rQMvPH29uaxxx4r8bm+vr5MnDjRsl1wXRF7Ll++zAMPPMB//vMfjh49SkpKCrm5uVy6dIlly5Zx7733sm/fvtI/EWD8+PGA+bP5ihUrim2/a9cuS4g7bNiwEofaQlQER/2brg3q1atneZyefmu9FYPBYHmcnJxcqX2qaHU+VF26dClHjx4FzL9Y33zzTYesUH77D0ppQ9UGDRqg1d4qeWsymUhJSSl3v2oq/ZrTtzZUKvRryv6trqhcOo2a8d0a07iem83jOXoj87acY9Opa4yYu5Onvz1E1LXCC14JIYQQQlSFighU89XlYPXatWuMHz+es2fPAuaptNOnT+ejjz7i3//+N0OGDEGlUmEwGJgzZ06FrADdr18/vLy8APMq1n/99ZfD73G7/OcLlGu18J07d1oeDx061FJWoKRGjRpleXzs2DGrAOR2GRkZTJkyhaioKPr06cOsWbP4+OOPeeWVV2jTpg1g/vN77rnnyjRqdMSIEZa/h59++qnYcgQFazXml3EQoirk5eURExNj2S7Jv+nvvvuOYcOG0bFjR9q3b0/fvn2ZOnUq3333XY0vH3D9+nXLY09PT8vjgiNYV61aVatGl9fphaouX75sNWViypQphabdl1VWVpbVtqura6nOV6lUODs7WyX6+StK1jVKWg7G7RfBdHOKuEnBuC0GJT0Xladz1XZOlNv3+y9xNS3Hsr3u+FXWn7jK39o15JkBzWlqp2SAEEIIIYQ9N3KuF9/IDletGy5ac0BVkYFqvgVH55NjyGVCm0fKdL6Txhl3nXvxDauZWbNmkZSUBMDdd9/NnDlzrD4zjRkzhm3btjF9+nTy8vIstUBvX1G6PFQqFe3atbMElH/99VehtS0cad++fZbRpfXq1bOUHyiLw4cPWx6Xpc8BAQEEBwcTFxeHyWTiyJEj3HXXXTbbnjx5Eq1Wy5w5cxg6dKjVsYceeoipU6eyY8cOkpKSWLlyJY8++mip+uLq6sp9993H0qVLuXr1Ktu2baN///422yYmJrJlyxbAvHp4Rf59VXu35wOurmCn/mehti4uoNHYbpuVBQXLs5WmrbMzaO3ETNnZUHA1d0e1rUK//PKL5QuJNm3alKiM5O1f3sTHxxMfH88ff/zB3Llz+e9//1uuRdOryvnz563KH7Ro0cLyePDgwXz44Yfo9Xri4uIYNWoUDz/8MH379iUsLMwhAxurSvX7qaxEr732miX8DA8PZ8qUKQ679u2hqrNz6cM/FxcXqyD19mvWFYYN58Fgum2nCcOG8+juj6iaTgmHUBSFZQcK119SFFj75xV+OXaFUR1D+Hv/ZjSpX/M+LAghhBCiagxafneZz/1n95d5sNX4SglU8y05/jlLjn9epnPHtBzL//Uo3yK7le3MmTNs27YNAD8/Pz766CObg1DuvvtuZsyYwYcffojJZGLRokXMn+/Yv5Pg4GDL44KjrBwtNzeXN954w7I9ZcoUNPaCqhK4evWq5XF+TcfSCgsLIy4uDqDYVbanTJlSKFAF0Gq1vPTSS+zYsQOA7du3lzpUBXMJgKVLlwLwww8/2A1Vf/rpJ8vAozo/SvX99623IyPB3992248/hoLlLZ58Egr87FuZN88cluabPBlCQ223/ewzKDij9qGHoECYZmXxYkhMvLU9ZgzcHOlcyNdfw5Urt7bvuw8c+IWKI1y/fp0PPvjAsv30008X2V6j0dChQwe6dOlCaGgobm5upKenc/z4cdavX09KSgrXr1/n6aef5oMPPuCee+5xWF/nzZvHvHnzimwzf/58Bg4cWKbrp6am8tJLL1m227dvbzVqNzg4mH/+85/85z//ASAuLo53332Xd999F09PT1q3bk3btm3p1KkTPXr0sCqpUN3V2VB1xYoV7N69GzB/Q/nWW2/h5OTksOvfXkvD3iqQRbm9Pzk5OXZa1m76X6JAq7YOVrVq9L+ckVC1hlOpVPz0dC+W7I7ms+0XSMsxWB03KfDT4VhWH41jTOcQpvdrRoiv7TICQgghhBCOUpmBal20ceNGy+Nx48YV+QH64YcfZsGCBWRmZrJt2zZyc3PLNGDFnvxp50CFllt76aWXLKNU27Vrx4QJE8p1vYLTZwtOsy2Nkj53tVptVYP1dk2bNiUwMJCrV69alTcojfDwcHr06MHevXvZvn078fHxhdYZURTFUnPV1dWVkSNHluleQpRXXl4eM2bMsJR9HDhwIIMGDbLbvnPnzmzZssVmWcgxY8bwwgsvMGvWLH777TcUReHll1+mU6dO5SoRUhE2bdpktZ2Zmcnp06dZs2aN5c9Cp9NZBaz5Jk6cSMOGDXn//fetSiakp6ezf/9+9u/fzxdffIGLiwvDhw9n+vTpVl96VVd1MlRNSEjgvffes2yPGTPGahVGR7j9F31Zip7n5eUVec2azhSXhnIto+hGCuh/PmNzpKp+7RmMh65AMSPFVQEeqIO9im4kqoyHs5bp/ZrzSI9QFu+KZvHOaNJzrcNVo8k8ovWnw7GM7dKI6f2aE+hdurpRQgghhBAltfCo4xdGErf8+eeflsd9+vQpsq2bmxudO3dm+/bt6PV6Tp48SceOHR3WF6XA1OWKmoL60Ucf8euvvwLmVcU/+uijMg26qSphYWHFroaeH6qWp1bi+PHj2bt3L0ajkR9//JEZM2ZYHd+5cyexsbGAeYGqsobJQpSHyWTi5Zdf5uDBgwA0btyY//73v0WeU7CmqC0eHh588MEHJCUlsX//fnJzc1m0aBGvv/66Q/o8fPhwRowYUWSbdu3aFXudadOmFXm8Xr16vPPOO3ZfowcOHEj//v3Zt28ff/zxB0eOHOH06dNW2VdOTg4rV65kw4YNfPTRR9x9d9lnnlSGOhmqvvnmm6SlpQHm6SYvvPCCw+/h5mY9mq4sq8DdPjL19mvWdFkP/Yhx56XiG9p7b5OaQ0a3z4o9XXNnEzy2ln4Kiqhc3q46nh3Ygkd7hfLZjgss2R1DVp51kXq9UeGbfZf44VAsE7o15um+TfH3lHC1shiPxJP98iZc3x6IpkNQ8ScIIYQQNdSUDpEyUrUCJRaYAhxqb1pxAaGhoWzfvr3QuY6Q/7kQKDY4LItPPvmEhQsXAuaRoYsXL6ZRo0blvq63tzcJCQkARS4yVZSSPndfX99ir5U/y/L2gUGlMXDgQPz9/UlISOCnn34iMjLSqkTCDz/8YHk8bty4Mt9HiLJSFIXXX3+dn3/+GTAvTPXll1/i7e1d7mtrNBpmzpzJQw89BMDWrVsdFqqGh4eXeWp/UVxcXPDx8aFFixbcddddjBw50moEvC1qtZqePXvSs2dPwDwA8dy5cxw+fJgNGzawd+9ewLxA3jPPPMOaNWuKDaWrUp0LVdetW2c13eTll18u9i+9LG4PQEu7ipuiKIWCWHf32lVT0unxTmQfvAK5BlCKaGjvWFHngDmMddbi9JjjvskWFc/HzYl/DmnF473DWLj9Akv3xpCjtx6pnGcw8eXuGLqE1mNEWwn3Kot+xQmMG86j7xQkoaoQQohqbePYbWU+t+BCVZUZrE664zEebjOp1Oc5aWrebLaC60aUZOBIwTaOXrw3v6YomEdZOdJnn31mWRjZ09OTL774gjb2akiWUmBgoCVUjY6Opn379qW+RnR0tOVxQECA3XZqe4sfOZhWq2XMmDHMnz+f+Ph4tm/fblmwp+ACVa1atSrT8611bh8cVtTi2DNnWm+7FDEwZfr0wgtV2fPUU4UXqrLnsccKLz5lzyOPlLxtJVEUhX/961+WcD8wMJCvvvqKkJAQh92jY8eOODs7k5uby5UrV8jOzi71oucV6cyZMw6/pk6no3Xr1rRu3ZoJEyawe/dupk6dSm5uLtnZ2SxatIh///vfDr+vo1TOq2M18n6BYs59+/Zl+PDhFXKf+vXrW20XLCReEklJSZYC3GD+RVaSbwhrEqeJHfA48BTq5vVB7eCpNipQNfTEdf4I1BF+GE8loqSXfrSwqDr1PZx5eXhrtv+jH5N7heKksX65ahXoybA2hWvSiIqjX3XK6v9CCCFEdeXrUq/M/+UHqk+0n8rUDkVPdXSUqR2mMaPzs2Xqr7uu5g28KDhYpCSL8RZs48iBJiaTyaoUgSODus8++4wPP/wQME/t/eKLL0o0vbakCq56f/jw4VKff+3aNUugrFarHVpSoTzGjh1rGZ26fPlyy35ZoMoGd3fr/4oKv29vW9QiaW5uZW+rLWLcnqtrxbStBIqi8MYbb7Bs2TLA/CXE0qVLady4sUPvo1arrUa9FhxNXlf06tXLqsxA/lpI1VWdG6la8Idy69attGzZstTXiIuLK3Te6tWrad26tWX79hUY4+PjS3WP29s3bNiw1tVUBdBE+ONxcArZM35D/9VRx11YASUunezH11h2uS6+D6dJHWw2z7jzC9CqUbnpUHk4gbsTKvcCjz2cULnpwMMJ1c1j+Y/VIV6ofKvPt0e1jb+XC//6Wxum3BXOvD/O8cPBy+iNCs8NaoHa0WG8sMsUfQNTlLn4uOlMMqaYG6hDa9cXPUIIIcTtnmg/FajYEatTO0yz3Keu8PPz49Qp85e0Fy9eLHbafcFFTfztrW5eBlu2bCEjw7zGg5ubm8NGkRYMVN3d3fn8888dPrKyT58+LFmyBID169fzyiuvlOrz4urVqy2P27dvX23qkwYEBNC/f382btzI9u3buXr1KgEBAZbRgW5ubtx7771V3EtRl+QHqt9//z1gfg1aunRphUxJN5lMVplVRcyqrgnySwMAlhH51VWdC1UrS3h4uNX2uXPnSnV+/sqQ9q5Xm6jcnXBbfB95d4eSHfkL6I1gLG5uf1nuY7sYvGIyYdx9uczXdfl4KM4zetg8ljl4KUpWHio3p5sh7G1BrbvuZoBrHdSqPJxQhXih9qt5Iw8qSpC3K/+5ry1T727KysNxDGptf4rS35cdoUWAB5N7heHhLC9zjqD/Nco8otykgMq87Tyte1V3SwghhKhwFRms1sVAFcwhXn6N1J07dxYZOGZnZ3Po0CHAPE00IiLCIX3Q6/V8+umnlu3Ro0ejdcBoOFuBakWMAu3Tpw/h4eFcuHCB1NRUvvzyS6ZOLdnPUkpKCkuXLrVsT5w40eH9K4/x48ezceNGy4JV7du3t4yqHTFiBB4eHlXcQ1FX3B6o+vn5sXTp0hLVgi6Lo0ePWtbWCQwMrFZT/ytTwYX8qnsZTEkbKkizZs3Q6XTo9XrAPLo1ISGhxN+s3j6Fo+Ao2NrKaVIHNF0bknX/ckznrpvDG0fycLK9P0tfrsuq3OxcFzAciIO0spUdcP5XX1xm9bV5LHPkdyhXM8whbClH16pDvFA3rLnfeDXydeOZAc3tHj8Yc521f14BYPGuGKbcFc7EHqG4OhUxbUUUS7/m9K0NlQr9mjMSqgohhKgzKiJYrauBKsDgwYOZO3cuAN9//z2TJk2yG5R9++23ljqqffv2tSyIVB5Go5G33nqL48ePA+bFVp566qlyX3fRokWWQNXNzY1FixZZTdN3JJVKxTPPPMMzzzwDwPz58+ncuTNdu3Yt8jy9Xs9LL71EUlISABEREQwZMqRC+lhWvXr1IjQ0lJiYGH788UdOnjxpOSZT/0VlevPNNwsFqrfPSnYUk8nE//73P8t23759K+Q+VSE5OblQicyibN682fK4RYsWFdElh6lzoeonn3xiVau0JE6fPs27775r2W7QoIFVbVagUC0NDw8PunTpwp49eyz7du/ezX333Vfs/RRFKVQ3Ir9Ad22XXw4g69FVGH4qed1GVYgn6jb+kGuEzDyUjDyUTD1k5KFk5kGuEZW77TdgSmb5QlV7Ya2iKJBR9tUv7fUXwHjsGsql1DJd1+nZnrh+YPuNU9a4FRjPJpvD2aJG17oVeJxfBiHYs1pMB/9wY5Tl8fXMPN5ed5pFO6KJ7NuUh7o1xkUn4WppKWk5GLdfvPVFh0nBuC0GJT0XlWftK0sihBBC2OLIYLUuB6pg/pDct29ftm7dSmJiIs8//zwff/xxoVFZO3bssIQMarWaJ598stz3PnbsGO+//z779+8HzOHkO++8U+RCTSXxxRdf8MEHHwDmQPXzzz+nc+fO5e5vUYYOHcrYsWNZvnw5eXl5PPnkk8yaNYvRo0ejUhUukxUfH8+rr77Kzp07AfMIsI8//thSw7S6UKlUjBs3jnfeeYf4+HhLabw2bdrQtm3bKu6dqCveeustvvvuO+BWoFqWGcRHjhwhKiqK++67z26JjqysLF577TVLfuTk5OSQ17vq4ssvv2T37t1MmjSJQYMGFblA4W+//cbChQst29W93EedC1W7detW6nNu/yXj7OxMr169ij2vf//+VqHqjz/+WKJQde/evcTGxlq2GzRoUKdWN1S5O6EO8gStGgym4k/QqtGNisD142F2mygGI9h4YwGg8nDCdfF9KFl5N0NYPUpGnnU4m2kOZwsGteY2ertlBcg1lG+0bRGhavnCWjv9BYynEzH9VbaaJbpHO+L2+Uibx7IeW43x0JVbIezNUBZ3naXcATfD20LHGnqiaV6yb7XOXE1nz4XkQvuTMnJ585eTLNx+nul9m/Fg10Y4a6vXm8fqzLDhfOF/iwYThg3n0d3vmCl4QgghRE3giGC1Ngaqs2fPLlE7f39/JkyYAJhHgI0ePZqkpCS2bt3KiBEjGD16NOHh4WRmZrJr1y7Wr19vHqgATJ06tUSfiTZt2mS1nZGRQXp6OmfPnrWEG/nc3Nx47bXXGDbM/ueIklixYgXvvfeeZXvcuHHcuHGjUF9uFxYWRtOmTct171mzZqHX61m5ciXZ2dm8/PLLLFq0iIEDBxIaGoqbmxtJSUkcPHiQbdu2WaYW+/r68umnn1ZIXUhHGDVqFLNnzyY399asPxmlKirL7Nmz+eabbwBzyD9x4kQuXLjAhQsXijwvIiKChg0bWu1LTk7mtdde45133qF37960adOGoKAgXF1dSU9P5+TJk/z666+kpKRY7vfvf/+bkJCQCnluVeXEiRP885//xNXVla5du9KuXTuCgoLw9PQkOzubixcvsm3bNk6cOGE5p3fv3tx///1V2Ovi1blQtTKNGDGC2bNnW1arPHDgAHv27LEquns7RVGYP9/6Tdro0aNRF7WSXy2jmEzofzhRskAVwGBCv/w4Lh8NQWXnz0lVRICmcneyu4BVcRRFAcVOcKpW4fr1aHMIm1U4qLVs2wprM/KKDD+VzIoZAatUUFhrOn8d0/GyhbXaUa1x/9H2G6jsv/+GYdN5y0jaEDcde7Qqjqdkcz4rj2ydmiydhmyd2vzYScPmQ1fZ4+vK8AHNGDKmLTpN3fm3VVb6X6IKf8mhVaP/5YyEqkIIIeqc8gSrtTFQBViwYEGJ2rVq1coSqgYEBPDdd98RGRnJuXPniIuLs5QEKEir1RIZGWm1GnRRStLO2dmZQYMGMXPmTBo1alSi6xYlv+ZrvsWLF7N48eJiz5s+fTozZswo1711Oh1vv/027dq1Y+7cuSQnJxMdHc2iRYvsntOvXz9eeeUVhzz3iuLj48Pw4cNZtWoVYB5Ve88991Rxr0RdUbAco6IolrIexXn77bcZPXq0zWNZWVls3LiRjRs32j3fz8+Pf//737Vq6j9AkyZNcHNzIysri+zsbLZv326pq22LWq3mwQcf5OWXX672WZiEqhWofv36TJgwweoX2quvvsp3331nd3rJwoULOXDggGXb09OTxx9/vML7Wp0Yd19GScgs1TlKQibGPbFoezcuvrEDqVQq+yNgnbQ4PdSuTNctKqxVFAXXL0eZA1kbYa0lnM0qPKpWycizX1sWoBylEIoMa8sTAhfRX1NMCqYz1iNT3YBuN/8ryr5NMQy4fJ2/92/OfR0aoi0Qrma/uBHDTydvlT9wt7G4WMHyBwVG16r93NF0bljEnasPU1wayrWMohspoP/5jM2Rqvq1ZzAeugK2/wlYqAI8UAfX3Dq+QgghxO3KEqzW1kC1PJo0acKaNWtYu3YtGzZs4MSJE9y4cQMXFxeCgoLo2bMn48ePL3MNQ61Wi7u7Ox4eHgQEBBAREcEdd9xB//798fb2dvCzqVrjx49n5MiRrFu3ju3bt3P69GmSk5PJycnBx8eHoKAgevToweDBg2vMFPrevXtbQtV77rmn2i9YI4QtPXv25JNPPuHYsWMcO3aM+Ph4UlJSSE9Px8XFhfr16xMREUHfvn0ZNmyY3RIBNdmYMWMYOXIk+/bt4+DBgxw/fpyLFy9aXqNcXFzw8fEhPDyczp07M2LEiGo7iv52KkWxN8xO5Nu3b5/ViojBwcFs2bKlROempKRwzz33kJiYaHX+K6+8Qv/+/S21bq5evconn3zC8uXLrc5/4YUXeOKJJ0p0r6ysLE6dOkXr1q2LrFFR3WU/8xt5Cw4WGhWHVo3T1C7mY3ojGBWr405Pdy2yBIAwUxTFZo0lMIdnSkqOOXzNuq38QcHQNqtAUHvzmPOLd+Ly4p02r5ve6n+Yzl4vU3+dpnbBdb7tb6UzBi7B+EdMma77RzMfZo42L3gV3sCdZwY05552DdGoVWQ98hP67/4q03U1nYPw2D/F5rGcf28j74vD1nVq3WzUrM1fXKzgQmP1XdH2cuyXBhl3L8a481LxDVWArd8U9vbfRnNnEzy2PlrK3gkhhBDV3+d/LihRsCqBqhClFxkZaVmwZtWqVUREyAwpIUTlKGm+JiNVK5iPjw+zZ8/m8ccft9SDiYuLIzIyEi8vL0JCQkhLSyM+Ph6j0Wh17oABA+rcKFWbU//VKtRNfXH7cSyaCH+cHu9E1v3LMZ27fqtmaQlKAAgze4EqgO5vLSvkni5zR6AkZZVpdK3Kx8X+hctRriBbd+vn5EJSJq+sPs5dzf3wdXcq3+JlRYysVa5loFxKLUkOWYi6WT08z/zd5rHcOXvI/WC3dSDrXqBObaHH5vBW0zEQ475Y87+3ojpl71hxT0QFOGtxeqxjCZ6hEEIIUfOUZMSqBKpClF58fDxbt24FoH379hKoCiGqJQlVK0HXrl1ZuHAhM2fOtBQfBkhLS+PkyZM2z7nnnnt4++23iwzAaiNbU/91E9vjOne4eTV6QBPhj8fBKWTP+A39V0ct7aqqBIAonm5Q+Qrw2+PywRCUqxnmGrWZdoLagiNqM/PIvpFDTmoOqa7WL3+P9Q7FN7+EQXnKFbgVVQahHGFtUTV2k7JQrqSXKazFxwW1v7v1lxSOoFahbl7P8mWIEEIIUVsVFaxKoCpE2cydO9cy6GjSpElV3BshhLBNQtVK0rNnT3799VfmzZvH6tWryc7OttkuIiKCp59+msGDB1dyD6sH/YqbK71pVKDT4PrpPThN7FConcrdCbfF95F3dyjZkb9YygHoV5yQULUO0fYpfZ0VT8wlEFqeSaTtpij+ikvF00XL433CLW2c/z0Ap6e73gpos4oIa7Osa9aq/Iuo9VRBtWXLtcCYt7PNLynK6/YvQ4QQQojazFawKoGqECV38eJFLl68SGZmJlu3bmX16tUAtGjRgmHDpMSbEKJ6kpqqVSAnJ4cjR45w/vx50tLS0Ol0BAQE0L59+3IV463pNVUVk4n04A9REjJRt6xfaITb538uYOHRT5jSIdLqDarxZIK5HEBUMip/dzzjnpcSAKJEFEVhw8lrpGbrebCL7dVPkzNyeWb5Uabe3ZTeTeuXa/S48dhVTJfTbpU/yLwtqLV6fCuoVTLz0HYLwW3ZGJvXzXpqLfovDts8Vhx1Gz88j5lXyc376qjVlxRlpWpZH6f7WuM8625UrvZH2AohhBC1jb33q0KIos2dO5d58+ZZ7XN1deWbb77hjjvuqKJeCSHqqpLmaxKq1iI1PlTNzCNz8FLUrRoUGuF2+yIAt3/zr2TmkT3jN0xnknDfMLHIleiFKI3//naKz3ZcAKBbWD2eH9SC7mH1q7hX1oxnkjDFpFiXPyjh6Fp18/q4/zLh1rXyv6QoZzkAla8Lngn/lC84hBBCCCFEsfJDVZVKhb+/Px06dODvf/87zZo1q+quCSHqIAlV66CaHqqCebTq7SGMvVVVbU2psnW+EGWVkJ7DXe//QY7eZLW/T7MGPDuwBZ2b+FZRzyqWkplH1qOrMPx0qszX0A5thvuvD9s8ljt/H/pVp9D2bISmRyM0PUJQ16+Zr1lCCCGEEEIIIWqXkuZrUlNVVCslDVThVs2qgsGqBKrCkb7Ze6lQoAqw81wSO88l0beFH88NakG7EJ/K71wFUrk7oQ7yBK0aDIWff+ETAG9nSMm17NL0tF1OAcCw6QLGP2Iw/hFj2aduUR9NjxA0PRqh7dUIdYQfKo38exZCCCGEEEIIUT1JqCqqraIC1Xy2glUhHGVG/2YEerswb8tZrqTmFDq+NSqRrVGJDIoI4NmBLYgI8qqCXjqeYjKh/+FEyQJVAAVUTlrcr8zAtD8O497L6IY1t91UUTDujS203xSVjCkqGf3SP807PJ3QdgtB0/Nm0NojBJWva1mfkhBCCCGEEEII4VAy/b8WqQ3T//OVJFAtSFZXFRUp12Bk+YHLzPvjHAnpuXbbDb8jkJkDW9AiwLMSe+d4hp0Xybz7y1Kf5779MbS9GxfZxnThOunN/1emfqlbNcBpenecn+5apvOFEEIIIYQQQojilDRfk7mVotopbaAK5hGrn/+5oIJ6JOo6Z62GiT1D2f5CP2aNiKCBh+2F0H47fpUhc7bzzLIjXEjMqOReOo5+xQnz1P+CtGpw0eI0swe4aEGjKnRcv+JEsddWBXjgtnIczv/sjeauJuBa8gkTptNJkKO3e1zJtn9MCCGEEEIIIYRwJBmpWovUhpGqZQlUC5IRq6IyZOUZWLrnIgu3n+dGlu0gr39LfxZPrnkjKhWTifTgD1ESMm/tVKtQN6+H249j0UT4YzyZQNb9yzGduw6mW79CVP7ueMY9X6raxoreiPHPqxj3xmLccxnD3liUmBS77d13PY62R+F6rYrRRJr/e6iDPS3lAjS9GqFuUV9qLQshhBBCCCGEKLGS5msSqtYiNT1ULW+gmk+CVVFZMnINLNkdzWfbL5CWY7A6tnZa7xq5gJWtqf+6yR1wnTscldutEbpKZh7ZM35D/9VRq7YlKQFQHFN8uiVgNe69jPHgFcg1gpMGr5SXUDkXHt1q/OsaGR0+LbRf5euCpnsImp43g9Zuwai8XMrVPyGEEEIIIYQQtVdJ8zVZqEpUC44KVEEWrxKVx8NZy/R+zXmkRyhf7Ixm8a5oMnINDIoIqJGBKnBrCr9GBToNrp/eg9PEDoXaqdydcFt8H3l3h5Id+QvojWBU0K84Ue5QVR3kiXp0BLrREQAoeQaMR69iunDDZqAKYNxz2eZ+5UYOhvXnMKw/Ry6ACtRtA8wBa49GaHqGoG5eH5VKZfN8IYQQQgghhBDCFhmpWovU1JGqjgxUC5IRq6KypWTl8dmOC9zTriERQV4226w7Hs/+6Os83bcp/p7Va8Rkwan/6pb1LdP9i2MpBxCVXKYSAI6Q9cQa9F8eKdO5qvqueByYgrqJj2M7JYQQQgghhBCixpGRqqJGqKhAFWTEqqh8Pm5O/HNIK7vHjSaFDzac4XxiJt8fuMSknqE8dWc49T2cK7GXRcg2oA73RT28eaHp/kXRRPjjcXAK2TN+w3QmCbIN4F6ycx3Fdf4InB7vhHHvZQx7zGUDlLj0Ep2r5BlRhdgOwU0JGShpuaib1pPRrEIIIYQQQgghLGSkai1S00aqVmSgWpCMWBXVxcrDsTy34k+rfe5OGib3CuXJO8PxKWGIWZEUk6lco0zLe74jmS6nYth92VyXdW8sxiPxoDcVaqcdEI77hok2r5H78R5ynv8dlZ+bpVyAtkcjNF0bljh0FkIIIYQQQghRc8hIVVGtVVagCjJiVVQPiqLw6bbzhfZn5hmZv/U8S/dc5LE+YTzeJwwvF10V9NCsvIFodQlUAdSNvHEa6w1j7wBAydZjPBx/azTrnssoVzPQ9Ayxe438Wq1KYhaGn89g+PmMuTarRoW6fSDano3Q9AhB27MRqlAfGc0qhBBCCCGEEHWEjFStRWrKSNXKDFQLkhGroqpdvpHFvC3n+PFwLEaT7Zdeb1cdT90ZzuReobjbWZRJOIaiKCgXU8BJg7qh7en/aY0/LHEZAVWAO5oejdD2vLkIVpeGqFyrLiAXQgghhBBCCFF6Jc3XJFStRWpKqNr1q3YoVP6PnQoVByYdq/T7CnG7mKRM/rflLKuPxmEnW6WeuxNT7gpnYo9QXJ00ldtBAYDpehYZbeajJGSW6XztyFa4rxzn4F4JIYQQQgghhKhIJc3Xqs88TVFnTOkQWafuK8TtQhu489GDHdgw827+1q4htmaMX8/M4+11p7nz/T9YvCuaHL2x8jtax6nrueF55R94nv07rktH4/R0V9QdA0FTsin+2h72ywrofzqJYfcllBy9o7orhBBCCCGEEKISydxSUenyp+BXZgmAwaHDmNz28Uq7nxAl0czfg7njOzK9XzM+3hzFuuNXC7VJysjlzV9O4uGs5cEujaqgl3WbSqVCFV4Pp/B6MKEdAEpmHsYDcRj2muuyGvdcRknOLnSuxk6oqphMZE9Zi3IjB5w0aDoFmeuy3lwISx3iXaHPSQghhBCiss2dO5d58+YBsHTpUrp3717FPRJCiPKTUFVUicoOVnfH7cQklS5ENdUy0JNPJ3Tm+JVUPt4UxaZTCVbHG/m6MqpjcBX1TtxO5e6Etm8Y2r5hgLk2q+ncdXPAujcWw97LmE4noenS0Ob5pqhkc6AKkGfEuDcW495Y8thrvn4jL0vAqunRCE3HQFRO8utaCCGqK0VROHEljT9jUzh7LYMcgxEXrYbmAR60D/GhTUOvWrmQYcuWLS2Pz5w5U4U9se5LQTqdDnd3dzw8PAgICCAiIoI2bdrQr18/fHx8HNoHRVGIiYnh+PHjnDhxwvJfZqa5jFC3bt34+uuvHXrP22VlZbF+/Xp27NjByZMnuX79OtnZ2fj6+hIUFETPnj0ZOHAgbdu2rdB+CCFEXSGf0kSVqcxgtV/j/jhpnCr8PkKUxx0Nvfl8YleOXk5h9qYotkUlAvD3Ac3RaaRaS3WlUqnQNK+Ppnl9mNgBACVbb3eRKuOe2CKvp1xOQ3/5BPoVJ8w7nDVoujQ0L4LVIwTtgHBU3i6OfApCCCHKQG80sWz/JRbviiY6OQsVoFHfCk+NJvMqAmH13XisdxjjujWW3+eVTK/Xk5KSQkpKCrGxsRw6dAgAJycnBg8ezMyZM2nUyDEzgd59912+/PJLh1yrLJYtW8bcuXNJSkoqdCwhIYGEhAT+/PNPFixYwIABA3jppZcc9tyFEKKuklBVVKmKDFZVqCwLYg0OG2a33dt73kKj1jA4dCjt/DugVsmbXVG1OjTy4atHu3Ew5jrLDl5mVAf7o1TfXX+aVoGe3NOuodUHOVG17AWqAOjUqO/wx3QigRKt2ZdrxLjrMsZdl8kDPPY/haaz7VGwQgghKseZq+nMXH6EU1fTyf/tqwAGGytQxiRnMWvtCb7bf4mPx3akZaBnpfa1rpk//9bnCkVRyMzMJC0tjbNnz3LkyBHOnj1LXl4ev/zyC1u2bOGVV17hgQceKPd9jUbr+vfu7u4EBQVx7ty5cl+7KHq9ntdee42VK1da9oWGhjJw4EBCQ0Nxd3cnMTGRgwcPsn37dnJycti8eTNHjhzhk08+oWPHjhXaPyGEqM0kVBVVriKC1akdpnF/ywfZcnETu+J20DWom812GXkZ/HxuNXmmPH44/T0BbgEMCh3KoLChRNRvUyunaomao0toPbqE1rN7/MzVdBZsP4+iwPyt55g5oAVD2wSilnC1WnN6uD1OD7dHSc3BsD8O497LGHdfxrAvFlJziz7ZVYu6XYDNQ8YzSeR9eQRtz5u1Wf09KqD3Qggh9l5IZtKX+y0BanHfj+Ufj0rIYOQnO1kyuRs9wutXaB/rsoEDBxZ5/OjRo3z44Yfs37+frKwsXn31VVxdXRkxYkS57tusWTMmT57MHXfcQZs2bQgLC2P//v1MnDixXNctzltvvWUJVF1cXHj11Vd54IEHCn2OmTRpEnFxccyaNYtdu3Zx/fp1Hn/8cVauXEloaGiF9lEIIWorCVVFteDIYHVqh2mW693f8kHub/mg3bbbLv9BninPsn0t6xrfnPyKb05+RbBHCIPDhjE4dAjNfFtIwCqqnY83R5FfKjjqWgaR3x2mdZAXzw5szqDWAfIzW82pvF3QDWqKblBTwLyAlel0EsY9sRj2XMa49zKmU9ZT+DRdg1HpNDavZ9h8gbz3d5H/iqYO90XTIwRNT3PZAHW7AFRa2+cKIYQomTNX05n05X70RhM2BqUWyWhSUBSFyUv2syayj4xYrSIdOnRgyZIlvPHGGyxfvhxFUXjppZfo1KkTQUFBZb7u2LFjHdjLkvn9999Zvnw5YK4f+9lnnxW5AFRwcDALFy5k+vTpbN26lczMTGbOnMlPP/2ERiPvEYQQorQkVBXVhiOC1YKBaklsjFlv91hcRixf/rWIL/9aRJh3OIPDhjIodCih3mFl7p8QjhJ1LZ11x68W2n8qPo2nvj5Eu2Bvnh3Ugr4t/CRcrSFUajWaCH80Ef44Pd4JAOVGNoZ95oWsjHsuo7mrid3zjbsvW22bLtzAdOEG+u/+Mu9w06HpFoy2x80FsHqGoG7gXmHPRwghahu90cTM5UcwmJRSB6r5TArojQrP/nCENdP6SI1VzNPm165dy++//87Jkye5ceMGLi4uBAYG0qtXL8aNG0dYmGPff2s0GmbNmsXJkyf566+/yM3NZcGCBbzxxhsOvU9FUhSFOXPmWLYjIyOLDFTz6XQ63nnnHUaMGEFycjKnTp3i999/Z/jw4YXa5i8Alr/IVm5uLsuXL+fXX38lJiaG7OxsAgIC6NWrF0888USZa7Tef//9HD9+HLVazZYtW4oNtxVFYdCgQVy+fBlnZ2d27NiBt7d3me4thBDlIaEqkJeXx4ULF4iLi+PatWtkZmZiMBjw8PDAx8eHli1b0rRpU/n2rhKUJ1gtbaAK8GyXF7ijQVs2RK/nQup5u+2iUy+w8OgnLDz6CS3qtWJw6FAGhw2loYesyC6qRnN/DxY+3JnZm6I4fTW90PFjcak8uuQAnRr78NyglvRuWl/C1RpI5euKbmhzdEObF9vWsPdy0Q2y9Bi3xmDcGmPZpW5WD02PELQDm+L0SPty9lYIIWq3ZfsvccrG79zSMpoUTsans2z/JR7pGVr+jtVgly5dIjIykrNnz1rtz8vLIy0tjaioKL755humTZtGZGSkQ++t0+mIjIzk6aefBmDt2rW8+uqr6HRF1EWvRnbu3Mn58+bPL97e3jz22GMlPtfX15eJEycye/ZsAL766iuboWpBly9fJjIykqioKKv9ly5d4tKlS6xdu5YFCxaUKNi93fjx43nllVcwmUysWLGCv//970W237VrF5cvm9/3DBs2TAJVIUSVqbOh6vr169m9ezdHjhzhwoULGAyGItt7enoyYsQIJk6cSNOmTUt8n/79+xMXF1fmfi5durRMv5hqsrIEq2UJVAGaeIfyRPupPNF+KudunGVD9Do2xvzO5fRLds+Jun6aqOunWXbqW34bs0kWthJVQqVSMaRNIINaB7DuxFVmb4riXEJGoXaHL6Xw8Bf76BZWj+cHtaB7mNRwq40Uowmn8W0x7I3FuC8WMvUlOs907jqmc9dRkrIkVBVCiCIoisLiXdGoKNkag8VRAYt3x/BwjyZ19kvPa9euMX78eMtq9cHBwYwaNYrw8HCysrLYsWMHGzZswGAwMGfOHPLy8pg5c6ZD+9CvXz+8vLxIS0sjKyuLv/76i06dOjn0HhVl586dlsdDhw7FxcWlVOePGjXKEqoeO3aM9PR0PD1tl6TIyMhgypQpnD9/nj59+tCvXz/q169PYmIiq1ev5sSJE2RlZfHcc8/x22+/lTrkHDFiBO+++y5paWn89NNPTJs2rcgBTfklD6Bqyi4IIUS+Ohuq/ve//+XatWslbp+ens6yZcv46aefmDJlCtOnT6+zb4AqQ2mC1bIGqrdr5tucZr7NebrjDE5fP8mG6PVsiFnPtczCU6wBBoYOlkBVVDm1WsWItkEMbRPIL8eu8PGms0QnZxZqtz/6OmM/20ufZg14dmALOjfxLdH1FUXhxJU0/oxN4ey1DHIMRly0GpoHeNA+xIc2Db3ktbAaUGnUuLw1AADFYMR0PAHDnljzIlh7YzGdu17k+Zqe9qfrZc9ch5KWay4b0KsR6gg/VGp57RNCVG/JGcUs/FcEd2ctLrfVrz5xJY3o5KzydstCAaKTMjkRn8YdDb1JycrDWMaaAs46DR7ONe9j3axZsyyB6t13382cOXNwdXW1HB8zZgzbtm1j+vTp5OXlsXDhQvr27UuHDh0c1geVSkW7du0sAWVNClUPHz5seVyWPgcEBBAcHExcXBwmk4kjR45w11132Wx78uRJtFotc+bMYejQoVbHHnroIaZOncqOHTtISkpi5cqVPProo6Xqi6urK/fddx9Lly7l6tWrbNu2jf79+9tsm5iYyJYtWwBo0aJFjfn7EkLUTjXvt28FcnZ2JigoCE9PT0wmEykpKVy5cgVFufUGR6/XM2/ePOLj4/nvf/9bhb2t/UoSrDoqUC1IpVLRun4bWtdvw4zOz/JX4jE2RK9jU8zvJOckW9oNDh1q9xrzDn1MiFdj+jUegLezTEcRFU+jVjGyQzAj2gax6mgc/9t8lss3sgu123kuif3R19nzYn/qezjbvZ7eaGLZ/kss3hVNdHIWqpv3yGc0KShAWH03HusdxrhujaUuXDWh0mrQdAhC0yEInu4KgCkx01KX1bD3MsYDVyDr1mhWrZ1QVVEU9MuPoyRkov/qqHmnlzPabsFoejYylw7oEYLKx9Xm+UIIUVU6/2dTmc998942TLxtWv6fsSkOG6WaTwUci03ljobejFm4h7M2ZpyUxCM9mvDWyDsc2LOKd+bMGbZt2waAn58fH330kVWgmu/uu+9mxowZfPjhh5hMJhYtWsT8+eVf2Lag4OBb5byuXy/6S8jq5OrVWwM/ylpzNiwszDKrsrgBR1OmTCkUqAJotVpeeuklduzYAcD27dtLHaqCuQTA0qVLAfjhhx/shqo//fSTZZapjFIVQlS1Oh2q+vv707dvX7p06ULHjh0JCQlBfdvom9TUVH7//Xfmz59v9Yvrp59+onPnztx///0lvl+DBg14//33S9XHVq1alap9bVNUsFoRgert1Co17f070N6/A891/SdHrh3i95h1nEo6QVs/21Nlk7OTWHriS0yKiXf2vkWPhr0YHDqUuxv3x10ni8KIiqXVqBnTuRH3dQjmx0OxzN1yliupOVZtxnVtVGSgeuZqOjOXH+HU1XTyY1QFMNgYQROTnMWstSf4bv8lPh7bUVYyrqbUfu6o/9YS3d/MC04oBiOmY9fM5QL2XEbTzXZ9aCX6BkrCbSOf03IxbLqAYdOFW9dv3QBNz0Zo8xfAatVARrMKIWqVs9cy0KhVNn8XlpVGrSLqWvlrtNZEGzdutDweN24cHh4edts+/PDDLFiwgMzMTLZt20Zubi7Ozvbfx5SWl5eX5XFKSorDrlvRUlNTLY/tTdsvTkmfu1qtZuLEiXaPN23alMDAQK5evVqoPm5JhYeH06NHD/bu3cv27duJj48vtGCVoiisWLECMI9uHTlyZJnuJYQQjlJnQ9XPPvuMli1bFjtt1dvbmwcffJAhQ4bw6KOPcuLECcux2bNnM2rUqEJBrD3Ozs706tWrXP2ui2wFq5URqN5Oo9bQJagbXYK6oSiK3Z+dzRc3YlJMABhMBnbGbmdn7HacNc70DrmLwaFD6BNyFy5aGdklKo5Oo2Z8t8aM7hTM8gOXmffHORLSc3HWqpnWr5nd8/ZeSGbSl/stHxqL++iYfzwqIYORn+xkyeRu9AiXuq3VnUqrQdOpIZpODSGym912hj2xJbqe6VQSplNJ6BcfMe/wcUHbLRjn1/ui7VG2lYCFEKI6yTEYK+a6+oq5bnX3559/Wh736dOnyLZubm507tyZ7du3o9frOXnyJB07dnRYXwrOSpSSRraFhYXh4+NTZJv8ULVg2Fta48ePZ+/evRiNRn788UdmzJhhdXznzp3ExprfmwwbNqzMYbIQQjhKnR1G0qpVq1L90vT29ub999+3OicxMdGqlo2oOE+0n8rUDtNQoaqSQPV2Rf3sbIxeb3N/rjGXLRc38uK2fzBo+d28uv3/2HbpD/KMeRXVTSFw1mqY2DOU7S/0Y9aICKb3a0aAl+2FDI5eusGEz/eSZzSVuq6b0aSQZzAxecl+zjhgZWRRPWh7NcLl46Hoxt6BqkkpSpmk5GDYcN5uKq8oitWHWCGEqO5ctPYXzSnXdXUVc93qLjEx0fI4NDS02PYF2xQ81xHS0tIsj4sLDquTgotBpaeX7b1XSZ+7r2/xtfidnJwAyMsr+2ebgQMH4u/vD5hnhhqN1l86/PDDD5bH48aNK/N9hBDCUersSNWyaNq0KW3atOH48eOWfefPn6dLly5V2Ku644n2U6s8TC2Jsa0fwsfFl12xO8gz2X5TkW3IZn30b6yP/g0PnSf9mgxgcOhQugZ1Q6vWVXKPRV3gotPweB/79bb0RhNPfn0IYzlyLpMCeqPCsz8cYc20PlJjtRZQh/niPKMH3BwoYopPv1mX1Vw2wHjoCuTaGWXlpEHTKcjmIdOJBDL7fonmZrkAbY9GaLoFo/J03HROIUTdduiVgWU+193Gok/NAzzKvJCUPUaTQosA80i7FVN6lmuhqpomM/NWaRk3N7di2xdsU/BcR8ivKQpQr149h167IgUGBpKQkABAdHQ07dvbLk1WlOjoaMvjgIAAu+1KOjOzvLRaLWPGjGH+/PnEx8ezfft2+vXrB1gvUNWqVasyPV8hhHA0CVVLqXHjxlah6o0bN6qwN6I6Ghg6hIGhQ8jIy2Db5T/YEL2OvVf2YFQMNttn6NP5+dxqfj63mnZ+7Vk8/JtK7rEQ8OXuaBLLsVJyPqNJ4WR8Osv2X+KR2xb5EDWfOsgT9egIdKMjAFDyDBiPXMW49zLGPbEY9l5GuWwe9aLpFITKzmrUxt2XUW7kYFh3FsO6s+QCqFWo7/BHe3MBLE3PRqib1ZOpmEKIMimqdnhZtA/xcegiVWAezN8uxDza0MfNycFXr97c3W+tM5CVlWUZ5WhPVlaWzXPLy2QyWZUiqElBXadOnTh27BgAhw8f5r777ivV+deuXbMEymq12qElFcpj7NixLFiwAKPRyPLlyy2hqixQJYSojiRULaXcXOvQQeq4CHs8nDwY0fRvjGj6N1JyUth6aTMbYtZx8OoBS83V23UN6l7JvRTCPBX7k63nHXY9FbB4dwwP92gigVgtp3LSou0egrZ7CDxj3meKTcW4Jxac7I+cMuy1UavVpGA6do28Y9dg4UHz9Ru4oekecms0a9eGqBwclAghREm0aehFWH03YpKzHBKuqoDQBu60CfIqtm1t5Ofnx6lTpwC4ePFisdPuY2JiLI/zp4c7wpYtW8jIyADMo2HbtGnjsGtXtD59+rBkyRIA1q9fzyuvvFKqBbxWr15tedy+fftq87k2ICCA/v37s3HjRrZv387Vq1cJCAiwTP13c3Pj3nvvreJeCiGEmczNLAVFUfjrr7+s9t1xxx1V1BtRk/i4+HBfi/v5ZPDnrBuzmX92f5mO/p0KtRscOszuNb4/+Q2nk09KHULhcCeupJGSpXfY9RQgOimTE/FpxbYVtY86xBvdmDboRray28a493KJrqUkZWH4NYrcV7eQOfAr0uq9Q8aAJQ7qqRBClJxKpeKx3mEOG62qAI/1Cq2zXz4WHBG6c+fOIttmZ2dz6NAhAHQ6HREREQ7pg16v59NPP7Vsjx49Gq225ow56tOnD+Hh4QCkpqby5ZdflvjclJQUli5datmeOHGiw/tXHuPHjwewLFi1c+dOy6jaESNG4OHhUZXdE0IICwlVS+HHH3+01K0BCA8Pp127dqW+zvXr1zl16hQHDhzg1KlTxMfHS1BWh9R3bcCDrcazaNhX/PLARmZ2+QdtGrSlqU8zmvraXpU9Nv0yHx54l4d/Gcv9q//GgiPzOH/jXCX3XNRWf8am4OiPdCrgWGzZV38VtZv7+kdw/e4BnP7eHU3XhqAt4dsRo4KqiFq9pvh0lCxZ/E8IUTHGdWtM60BPNOry/dbUqFVEBHkyvltjB/Ws5hk8eLDl8ffff28ZLWrLt99+a6mj2rdv32JLBZSE0WjkrbfespR1c3Fx4amnnir3dSuTSqXimWeesWzPnz+fAwcOFHueXq/npZdeIikpCYCIiAiGDBlSYf0si169elkWJ/vxxx/5/vvvLcdk6r8QojqpOV/FVbFVq1bxxhtvWLbVajWvvfZaqb5dTk5OZvjw4Zw/X3iarY+PD507d+aee+5hyJAhaDQ1r+C8KL1A90AebjOJh9tMIkufZbfdppjfLY8vpV3k82ML+fzYQpr6NGNQ6FAGhw2lsVeTyuiyqIXOXstAo1ZhcOACHBq1iqhr6aw8HEtqtp6wBu409fOgoY9ruT+MippP3dgHp8Y+MNY820PJ1mM8dAXj3lgMey5j3BuLctX2B2xNzxC7182ZuQ796tNo2gfcXASrEdqeIaia+NTZ0WBCCMfRadR8PLYjIz/ZiaIolOXXploFOo2K2Q92RFuHF3Rs0aIFffv2ZevWrSQmJvL888/z8ccf4+rqatVux44d/O9//wPMn7+efPLJct/72LFjvP/+++zfvx8wh5PvvPNOkQs1VVdDhw5l7NixLF++nLy8PJ588klmzZrF6NGjbf7ei4+P59VXX7WMDnZ3d+fjjz+udp89VSoV48aN45133iE+Pp74+HgA2rRpQ9u2bau4d0IIcYuEqjdFR0dbXqzB/A1eWloaZ8+eZfPmzZw7d2tUoE6n46233qJnz56lukdOTo7NQBXMUzA2b97M5s2bady4Mf/5z3/o1q1b2Z6MqJHcdPZXPt0Qvd7m/vMp5zh/dB4Ljs6jdf0IBoUOZVDoEII8GlZUN0UtlGOws3p7ea+rN/L13oscuZxi2eekUdOkvhvhfu6ENfAgvIE74Q3cCWvgTj13Jwm+6iiVqw5tnyZo+zTBGXO5HSUmxRKwGvdexnj0KhgVND0a2b2OYW8sGEwYD8VjPBQP829+YA70QNMj5NYiWJ0bonLVVdKzcyzjkXiyX96E69sD0XQIquruCFHntAz0ZMnkbkxesh+9UcFYimRVo1ah06hYMrkbLQOrR/1KR5k9e3aJ2vn7+zNhwgQA3nzzTUaPHk1SUhJbt25lxIgRjB49mvDwcDIzM9m1axfr16+3zOibOnVqiRaS2rRpk9V2RkYG6enpnD17liNHjhAVFWU55ubmxmuvvcawYfZLcJVUWloaX3zxhdW+K1euWB7HxsYW+nNq06aN1ajdspg1axZ6vZ6VK1eSnZ3Nyy+/zKJFixg4cCChoaG4ubmRlJTEwYMH2bZtGzk5OQD4+vry6aef0qRJ9RyYMWrUKGbPnm21pomMUhVCVDcSqt703XffWdWVsUWlUnHnnXfy/PPP06qV/Vpx5XXp0iUmT57M//3f/zFp0qQKu4+oGQwmA72C+5CpzyAuI85uu1PJJzmVfJL/HfqIdn4dGBw2lIFNBtPAza8SeytqIhdtxYxOcNFpiE7KtNqXZzRxNiGDswkZwDWrY96uOsJuhqzhfu70DG9A5ya+FdI3Ub2pVCpUYb44hfnCQ+YyO0pWHsaDV9B0tB0kmmJTUWJt1/FVrmZgWH0aw+rT5h06NZqOQeaAtcfN0ayNvGtEqK9fcQLjhvPoOwVJqCpEFekRXp81kX149ocjnIxPRwVF1lrNP94ywIPZD3asdYEqwIIFC0rUrlWrVpZQNSAggO+++47IyEjOnTtHXFwcc+fOLXSOVqslMjKSadOmlegeJWnn7OzMoEGDmDlzJo0a2f+yrjTS0tKK/HO4cuVKoeOjRo0qd6iq0+l4++23adeuHXPnziU5OZno6GgWLVpk95x+/frxyiuvOOy5VwQfHx+GDx/OqlWrAPOo2nvuuaeKeyWEENYkVC2FoUOH8sgjj5Q6UPXw8ODOO++kT58+tGrVipCQEDw8PMjJyeHatWscOXKElStXWgqwg7nOz9tvv02DBg0YMWKEo5+KqEG0ai3TO89kWqdnOJF0nA0x69gU8zsJWQl2zzmWeJRjiUf5cP+73N/yQV7s8Wol9ljUNM0DPEo10qYkjCaFEB9XUrJLvgBWaraeo5dTOHpzZOv0fia7oeqRSzeo7+FMsJQTqDNUbk5o7wq1e9x4ItE8r7YkP8t6E8b9cRj3x8H/9gHgMnsozn/v4aDeVhz9qlOW/7v8Z2AV90aIuqtloCdrpvVh2f5LLN4VTXRyFiqw+p1kNCkoQGgDdx7rFcq4bo3R1eEp/7Y0adKENWvWsHbtWjZs2MCJEye4ceMGLi4uBAUF0bNnT8aPH09YWFiZrq/VanF3d8fDw4OAgAAiIiK444476N+/P97e3g5+NlVr/PjxjBw5knXr1rF9+3ZOnz5NcnIyOTk5+Pj4EBQURI8ePRg8eHCNmULfu3dvS6h6zz334O7uXsU9EkIIaypFVkgC4D//+U+xI1XzdenShf/+978lmiqxbt067rrrrhL9Ati4cSMvv/wyaWm3Rtq4urqyceNG/PyKH22YlZXFqVOnaN26NW5u9qeSi5rPpJj4M+EIG6LXsfniRq7nXLfb9u+dn2PiHY9WYu9ETXM8LpV75hW98m5ZfDW5G6uPxnEhKZMLSRmk5xhKdf5HY9ozupPt+pnd397EtbRcSzmBsJslBJr6eVge15dyAnWOkpGL8cAVDHsvY9xjLhugJGeX6Fz3PybbDG0VRcGw8hSa7sGoQ6r2A7gp+gbpzeZYtj3PP4M6VEZzC1HVFEXhRHwax2JTibqWTo7eiItOQ4sAT9qFeNMmyEt+HwlRBpGRkWzevBkwr3ESERFRxT0SQtQVJc3XJFS1Iycnh5SUFE6fPs3GjRv55ZdfLPVnALy8vFi8eLHDv+U7evQokyZNsrrXww8/zKxZs4o9V0LVuslgMnDo6gE2xvzOlosbScuznv768/2/26yxqigK2y5voVtQzyLruYraT1EU+n+4lZjkrCKnL5aUCvOonC3P3W35EKkoCtcz87iQlEl0UqY5aE3MIDopk4vJWeQZTYWus+rpXnRsXDgwysg1cMe/fi+0/3ZeLlpL3dawmyUFzOUFPHB1ql4LMoiKoSgKpnPXMe6+jHHvZQx7YzEdTyg8mlWrxuvGi6jcCq8obTyTREbEPABUjbzQ9miEpqe5bICmYyAqp8qb9JM7bx85z643918FLnOG4Tyte6XdXwghhKgs8fHxDBgwAKPRSPv27fnhhx+quktCiDpEQlUHu3jxIs888wynTp2y7AsICOCXX37By8vLofeaO3cu8+bNs2z7+PiwZ88e1OqipwtJqCr0Rj374vewIXo92y5voalPcxYP/9pm26jrZ3jo5wdw1rhwV6O7GRQ6lF7BfXDRulRyr0V18PWeGGatPeGw6711bxse6RlaorZGk0JcSrYlZM0PXec/1AlvG4sJlXdk7duj2jK+W2O7fZFyArWbkp6LcX+ceTTr7ssY98WibloPj31P2Wyft+QI2Y+vsX0xZw2aLg3NdVl7hKDp2Qh1UMXVSswY9BXGrTHmUFWtQtMvDI8NEyvsfkIIIURVefnll/npp58A+Oijj6QknhCiUkmoWgGuX7/O6NGjiY+Pt+ybOnUqzz77rEPvk5qaSs+ePTEab63IvWLFCtq1a1fkeRKqioJyDDkkZScS4mm7AP28Qx+z5Lj1CqXuOnfubtSfwWFD6R7UE52mZq6OLUpPbzRx77ydRCVklKu+qkatomWAB2un9UFbQXXjtkclMmPZEVJLUa+1oGVP9qBHeP1C+3MNRtq9sYEQX1fC/QqMcG1gLinQwEPKCdRGismEcj0bdQPbZXqyp/5M3qJDNo/ZomribR7N2quReSGsTkGoivlStET9TMshze89MBQY1a1V45X0f6g8nct9fSGEEKIqXbx4kYsXL5KZmcnWrVtZvXo1AC1atGDNmjXFDjASQghHKmm+JgtVlUK9evWYMWMGL7/8smXfypUrHR6qent7ExERwV9//WXZd+HChWJDVSEKctG62A1UFUVhY8z6Qvsz9Zn8duFnfrvwM15OXvRvMojBYUPpFNAFrVpeLmoznUbNx2M7MvKTneYp02XIVdUq0GlUzH6wY4UFqgB3tfDj6KxB3MjScyExo0BJAfNI15gk2+UE8oX72Q7PLiVnkWswcT4xk/OJmYWOe7porYNWSzkBd9wqcQq4cCyVWo3KTqAKgFYN3s6Qmlui6ykXU9FfTEW//Di4avG68RI44J+DYcN560AVwGDCsOE8uvulxpwQQoiabe3atVazNcG8vsjbb78tgaoQotqST4GlNGjQIF555RXyB/gmJCQQFxdHcHCwQ+8TFBRkFareuHHDodcXdVt6XhpNvEO5mnkVo2K02SYtL43VZ39i9dmfqOdSjwFNBjMkbBjt/DugVskbm9qoZaAnSyZ3Y/KS/eiNSqlGrGrUKnQaFUsmd6NlYMVNf86nUqmo5+5EPfd6dAmtZ3XMaFK4kpJtVbc1v6RAWo4ePw/bo/ouJBUOUgtKzzHwZ2wqf8amFjoW6OXCwoc7076RT5mfk6ieXOeNwOV/wzCdTsK421yX1bj3MqZTScWeq+kajEpnu36vYdN5jFHJaHuEoG4XgEpbdJ1f/S9R5oD3tpGq+l/OSKgqhBCi1lCpVPj7+9OhQwf+/ve/06xZs6rukhBC2CWhail5eXnh7e1NSkqKZV9SUpLDQ1Wt1vqvRq8v2zRXIWzxcvbmfwMXkJJzgy2XNrEhej2Hrh5AsbNM0fWc66w4s4wVZ5YR4BbAY+2e4v6WD1Zyr0Vl6BFenzWRfXj2hyOcjE9HBUUuXpV/vGWAB7Mf7FgpgWpxNGoVjeq50aieG3e38LM6lmcw2Z3CX1yoWpSraTnU8yi8yBFAXEo2r689Qfhti2VJOYGaQ6VWo4nwRxPhj9MTnQFQbmRj2BeLcW+sOWzdHwvpeVbnaXuE2L1m3ldH0X9388tTFy3qNn5o2gagaRuAul0Aap8C9a0V0P98xuZIVf3aMxgPXTH/YyzqOQR4oA52bA14IYQQwlFmzJjBjBkzqrobQghRKhKqOsDtAagjJCVZj4CpV6+enZZClJ2Piy+jW4xhdIsxJGUlsuniBjZEr+dY4lG751zLulZ5HRRVomWgJ2um9WHZ/kss3hVNdHIWKrBawMloMkfwoQ3ceaxXKOO6NUZXgVP+HcVJa7+PD3VrTLdQ35sjXDMtI1yjkzPJuz3MsnHdht6uNo9FXUtn06nC/248nbXmgNXPnbCbdVvD/dwJq++Ou7P8eq7uVL6u6IY2Rze0OQCK0YTpZCLGPbdGs2p62i7BAmDYc/nWRo4B06F4TIfisfsVqr3QNDWHjG6fFdtfzZ1N8Nj6aLHthBBCCCGEECUjn9pKKSMjg9RU66mfDRo0cOg98vLyrKb+g7kcgBAVqYGbH+NaT2Bc6wnEZ1xhY8zvbIxZz6nkk1btNCoNA5oMsnkNk2LiUtpFQr3DKqPLogLpNGoe6RnKwz2acCI+jWOxqURdSydHb8RFp6FFgCftQrxpE+RVa0Zbervq6NykHp2b2CgnkJp9M2g1lxO4kGguJ3AlNRtFgbD67lahc0HRdkbApucaOBaXyrG4wuUEArycLQtk/d/QVni7yqJx1Z1Ko7aMNHV6qkuRbU3XMlCiU0p3A3tDxour0qECnLU4PdaxdPcTQgghhBBCFElC1VLatm2bpZ4qmEeQ+vn5FXFG6f36669kZ2dbtp2cnOjUqZND7yFEUYI8GjLxjkeZeMejXEq7yIbo9WyMWc/5lHN0C+qBj4uvzfP+TDjCk+sn08K3JYPDhjIodCjBnvanv4rqT6VScUdDb+5o6F3VXakyGrWKRr5uNPItXE4gR28kJjmTzFzbtYnBfqhalGtpuVxLy2V/zHX+9bc2dq+790KypaSAn4dzrQm4a71sPbpH2mPccxnTuesVdx+1CnXzerj9OBZNhH/F3UcIIYQQQog6SELVUsjJyeF///uf1b6+ffs6dDXCxMREZs+ebbWvd+/euLranlYqREVr7NWEJ9pP4Yn2Uzh34ywGk/36vhui1wMQdeMMUTfOMO/wHNo0aMvg0KEMDB1MgHtgZXVbiErhotPQKrDoOpWDWgfg6aK1jHAtSTmBfI18Xe2WLNh1PolXVx+3bOeXE8j/L9zPg/Cbj6WcQPWiDvXFbckoAEyJmRj3xmLYHkPed8fgatlr+95O+0AEbl+MROVmu96vEEIIIYQQouxUSsFhl3XEe++9x9ChQ2nXrl2Jz0lJSeHZZ59l9+7dln0ajYZVq1bRsmXLQu0TEhJYtmwZkyZNwtu7ZCO8YmNjmTZtGqdPn7bsU6lU/PTTT7RpY3ukUkFZWVmcOnWK1q1b4+bmVqJ7CuEoBpOB4SsGcD3H/qirjv6dGBw2jAFNBlHPtX4l9k6I6sNkUohLzSb6Zt3WC0kZXLhZvzUuxVxOIF+/ln58Obmbzeu89ctJvtgVXaJ7Bng5WxbIyl8wq3+rAEc8HeFguV8eJifyV/OiVKbyv0VTBXui6R6CtkcImu4haDoFScgqhBBCCCFEEUqar9XJoSu7du3iiy++oF27dgwfPpwePXrQrFkzdDrrmnWKonDhwgXWr1/P119/zY0bN6yOT5o0yWagCua6qPPnz+fLL7+kf//+DBkyhPbt2xMQUPhD7MWLF1m5ciXffvst6enpVscmTpxYokBViKp2JSMOlaroUdtHEg5zJOEw7+9/my6B3RgcOpR+TQbi7Vx3p5aLukddoJzAXTbKCVxMziI6KYPzSZmE+NifpXAhKaPE98wvJ7D3gvlLjyBvF/a8aDtUTUzPRVEU/DylnEBVcH60E9ruIWTdv9xcGqA0waqKQjVWlbh0DCtPYVh5yrxDq0bTPsAcsN78T92snvxdCyGEEEIIUUpVNlLVZDJx6tQprl27Rk5ODr6+vgQFBREaGlrh9x45cqTVaFAAnU5HQEAAXl5e6HQ6MjMziY+PJzPT9jS8UaNG8d///tfu1P/Y2FgGDBhQaL+Pjw/169fHw8ODnJwcEhMTuX7d9si+oUOHMnv27BKXF5CRqqKqGU1GjiQcZkP0OjZf3Ehqbkqx52hUWno07MkjbSbTJcj2iDwhRGH/+vkEey8kE52USW4Jywnk69W0Pt890cPmsXfXn+bTbefxuFlOILxASYGmfh6ENnDHQ8oJVDglM4+sR1dh+OlUic9RNfVFOX+j+Ia3n1ffFU23EFwX3Ys6yLPU5wshhBBCCFGbVNuRqnFxcSxcuJBff/2VrKysQseDg4O57777eOKJJ3Bxcam0fun1emJjY4tt5+HhwfPPP8/48ePLNKojJSWFlJSUIts4OTnx3HPPMXnyZBk5ImoUjVpDl8CudAnsyj+7v8SB+P1siF7HH5e2kKFPt3mOUTGwK24Hw8LvqeTeClGz5S9gZTIpXEnNvlWzNSmTCzfLCtxeTiBfeAN3u9fNX1grI9fAX3Gp/BWXWqiNv6fzzQWybpYTuBm6Nqrnhk7juDrjdZnK3ckccGrV5lIAxdGq0XQMQjOhnblG6/44SMkp0b2U5GwMWy6gqm97ZLSSowedBpX83QohhBBCCGFRqpGqubm5zJ49m/xT3NzceOaZZ0p8s02bNvHiiy+SmZlJUbdVqVQEBQWxaNEimjZtWuLrl9T58+fZsmULu3fv5tixY2RkFD2FUqVS0aJFC0aOHMmoUaOoV69esffIycnhhx9+YN++fRw9epSkpKRizwkODubee+9l/PjxNssEFEdGqorqKs+Yx564XWyIWcf2y1vJNmRbHXfWuLBx7DbcdIV/bg0mAybFhJNGagAKUVoFywlcuBm2Ridl8kCnEMZ3a2zznCEfb+fMNdtfghSnW2g9fpjSszxdFjcpJhPpwR+iJJR84SqVvzuecc+jUqtRTCZMUckY98Zi3BeLYV8spr8S7JYT0PQMwWPnEzaP5S44QM7/bUTTtSHagmUDAjzK9NyEEEIIIYSozipkpOq+fftYsmSJZfTkhAkTSnzunj17mDlzJgaDAaDIEZiKonDlyhUmTZrE999/T6NGjUrTzWI1bdqUpk2b8uSTT2IymYiJieHSpUtcuXKFjIwMDAYD7u7ueHp6EhwcTJs2bfDwKN0HBxcXFyZOnMjEiRMB88JV0dHRxMfHc+PGDbKzs9HpdHh7e1OvXj3atm1bpiBViJrASePE3Y37cXfjfuQYstkZu53fo9ezK3Y7eaY87mp0t81AFWDvld28uv1F+jXuz6CwoXQL6o5WrbPZVghhzUWnoWWgJy0DSzalW1EUrqaVbHSjLU3q23/D8dKqvzgel2opJWBeMMuDMCknYJNx9+VSBaoASkImxj2xaHs3RqVWo2nlh6aVH0zuaD6ekYvx4BUM+2Ix7ovDuPcyyjXzPTTdQ+z3ZV8sZORh/CMG4x8xlv2qMB9zyJq/CFb7QFTydymEEEIIIeqIUr3z3b59O2D+0KVWqy2BYXEyMzN54YUXMBgMVmGqoihotVp8fHzIzs621C9VqVQoikJSUhKvv/46ixcvLk03S0WtVhMeHk54eHiF3QPA398ff3//Cr2HEDWBi9aVgaFDGBg6hIy8DLZf/oNgT/tfnPwevY4MfTo/n1/Dz+fX4O3sw4AmgxgcOpSOAZ3RqDWV2HshajeVSsWRVwdZygnklxQwj3DNINZOOYF84X72v4A8frOUgL1yAmE3Q9bwAqFrXS4noF9xovDUf60atGqcpnYhb8FB0BvBqFgd1684gba37VHIKg9ntH3D0PYNA8zvw5RLqRj2xqJpUd9uX4z7bJdHUqJT0EenoF923LzDSYOmU5BlJKu2Rwiqxt5SykgIIYQQQtRKpQpVjxw5Apg/dLVr147GjW2/ab/d559/TlJSktWb6vr16/PCCy8wePBgXF3NNbyio6NZvHgxK1assASre/bsYceOHdx5552l6aoQogbwcPJgeNO/2T2eY8hh++U/rPal5qawMmoFK6NWUN+1AYNChzAodCht/dqhVtXN8EUIR1KrVYT4uhHi68adzf2sjuXojVy6nsWFxAxLKYH8/1/PzCPMTq1WRVEstVptSUjPJSE9l33R1gs3atQqGvu6Mb5bI566y/HlgKorxWRC/8MJ60BVrULd1Be3H8eiifDH6fFOZN2/HNO567em9BtM6Jcfx+WjIahKsMilSqVC1cQHpyY+9vuSko3pTHLJOp5nNJcb2HsrhNWNaYPbsjElO18IIYQQQogapMShal5eHmfOnLEEo0OHDi3ReUaj0RKSgvmDlY+PD8uXLyc4ONiqbVhYGG+99RZhYWG89957lnNWr14toaoQddDxpL/I0hde0C5fcnYSy059y7JT3xLoHsSg0CEMDhtKq3oRMjJKiArgotPQIsCTFgGFywmkZOXhrLU9cjwxI5eMXEOp72c0KUQnZ5KVZ7TbZvamKADLCNewBu54utTsEiG2pv5nPBDB9qmdOHMukZzTV3HRamj16TDuXHAYjxUnLe0KlgBwBJWPK55X/oFx363arMb9cZCpL9H56lYN7B4zbLmAqqEn6hb1SxQCCyGEEEIIUZ2UOFSNiYmxqofavXv3Ep23a9cuyyhVRVFQqVQ8//zzhQLVgh577DG2bNnCwYMHAfjjjz/sthVC1F5dArvyywMb2BSzgY0xv3M86Zjdtlcz4/n6xBK+PrGERp6NGRQ6hJHNRxPsab9OoBDCcXzc7C8m5+Wi45vHu1uPcE0svpxAvqLKCnyz9yLJmXlW+/w8nc01W/NLCdys3dq4hpQT0K84YX6gUWHUqJl7XzO+DHVDtf40GvWtL4yMJgUlzJ3HHmzJ9NXn0BhNYFSKLAFQFuoAD9T3tkJ3bysAFKMJ04kEjHtvhqz7YjGdsr0gZ1G1WrMmrUK5kg4+Lmi7Bd+qzdotGHU9WXBTCCGEEEJUbyUOVS9fvmx57OTkRIsWLUp03p49e6y2vby8GDVqVLHnPfLII5ZQNTs7m+joaMLCwkraXSFELRHgHsiENhOZ0GYisemX2RTzOxtififq+mm751xOv8TivxbRzr+DhKpCVAMuOg19mjWgTzPrUYuWcgIFgtb8Wq4Fg9JwO2UFUrP1hQJVgMT0XBKLKCdgDlrdGdE2iI6NfR3wDB3HMvUfiKvvyvR7woluYC6TpAAGU+EU+stQL7Y+3Jr5P5+nYWJ2qUoAlIVKo0bTLhBNu0Ccnupi7ltKNoYDV8wjWveag1blejaabra/RDfFppoDVYCUHAwbzmPYcN5yXN2yPpput2qzqtv6o7IzEloIIYQQQoiqUOJQ9dq1a4B5lGpAQAAaTcne2O7fvx/AMkp1wIABaLXF37ZPnz5W03fPnj0roaoQdVyIZyMmt32CyW2fICb1Ahuif2dDzDpiUqMLtfVy8qJ7UE+b18l/PRJCVK3iygnkB6zhfrZD1QuJGaW6X345gejkTLacgZaBnnZD1fXH42no41r55QSyDWQGe7Ip0JV3BjUhswQjaxXgQgNXHngkgpc2XWSARotntgHc7Y8edjSVjyu6QU3RDTLXvlUUBSUmBXV92yNOC9ZdtcV0JhnTmWT0X/9p3uGmQ9OloTlk7R6Ctl8oKh9Xhz4HIYQQQgghSqPEoWpW1q26ht7e3iU6p2AdVuXm/L4ePXqU6Fx3d3eCgoK4cuUKKpWKGzdulLSrQog6INQ7nKc6PM2T7ady7kYUG2LWsyF6PXEZ5g/q/ZoMRKexHYRsiFnPslPfMDh0GANDB+Pn5l+ZXRdClICPmxMdGzsVOZLUy1XHo71CLSNdY29kYWMgp132RsBm5RmY+u1hy7afp7N5dKulpMCtcgJOWseOBo1Kz2Xk0MbkmZRSPReATK2a14aF8R+NitXpubSsxFD1dqr/Z+/Ow6Mq7/aB32f2TDKTfd8TAoRNdhBkUXZBwaVo61KkWKvWpbW2Vdta377a9+3vtbbW2lqrorZWRUVQFhGVXVbZBRISkpB9TyYzmcx2fn9MMskkZyYzyWQj9+e6uJJzznOe8yQww8w9z/k+ggAh3fPfnWi0QkjQtc9W7Y7JCvueQtj3FMICIHjP2oCWOCAiIiIi8pfPoWpbPVUAcDgcXlq2O3fuHGw2m9uMsKuuusrnwYWFhaG0tBQA0NTk32wUIhoeBEFAVsQoZEWMwgOTHsa3NWex49I2XJuywOM5n13aitNVp3C66hT+eOQPmBQ7BYvTl2FB6kKEayL6cfRE1BuZ0SF4+oaxru0Wmx1FNc5yAs6gtam1rIBRskxAepR0rdaCGvcF8trKCRyWKCeQHB6EjNaQNT3aGbqOTwzt0exWq92BR987DqsIvwPVNg4RsDiAn7x/HJsevGbQ1pBVfX8iVN+fCEdxg1ttVvuxMsDczaJmChnkk+MlD9nzamF58aCrbICQHs47E4iIiIioT/gcqoaEtL/xaGho8OmckydPdukjNTXV10u6lRiwWn1bZZaIhi9BEDA2ahzGRo3z2MZgacTXJftd2yJEfFNxFN9UHMX/O/QcpsfPxKK0Jbg2dQF0Kn1/DJuIAkStkCMrVocsiXICDc1Wt5qtpQ1mRHiYyXmp2ujT9ewOEQU1JmcIe6F9/zvrZmBWZtdV7+0OEUaLDXoPgeu7h4twrtzHmZvdjOvbMgPePVyEu65O63V/fUmWFArZraFQ3uoMx0WLDfZTFbAfLnHVZnVc7BRmT4yDECT9O7TvLoDlpcPAS87yU0K01rn41cwkKKYnQT4tAYJe07c/FBERERENCz6Hqm23/IuiiNLSUpjNZmg03l+UHj9+3PW9IAgYP368X4Orr693fa/VchVYIuq93UVfweqQ/pDGLtrxdel+fF26H78/+DtcnTgbi9OWYm7ytdAq+RxENJSFBikxKSXcp4WpbHYHUiK0fpcTaJPhcQasEQv+uBtRIWpnKYHo4NayAiFIi9Titf2XIMBZI7W3BACvHyjAnTNTh9RMTUGlgGJqIhRTE4EHpgMAHNVG2A+VuBbBkk9N8Hi+/XCJ27ZYZYLt0xzYPs1BCwAIgGxsjKs2q3xmEmTZUX22qBcRERERXbl8DlVHjhzp+l4URezbtw8LFy702N5ms2H//v2ueqqCIGDKlCl+Da6mpsb1va91XImIvFmSfj3CNOH4vOAz7Cr6Akar9Iw0q8OKPZd3Yc/lXVDLNZiTNBeL0pdiduIcaBSc5UR0JVs5MRErJyaixWbH5VoT8qqMrhmu+a0lBaqbupYTAIAgpRyxerXksbYZsNVNLahuasHhglrJdoEgtl7vbFkjxiUM7ddQsqhgyJaPhHL5yG7b2g55XwALIuA4UwnHmUpYX2utm6tXQzEtEfLr0qH55ZwAjJiIiIiIhgOfQ9WsrCxotVo0NzcDANavX+81VN2xYwcaGxvdZkfMnj3b54Hl5+e7LY6VnJzs87lERJ4o5UpckzQX1yTNRYv9NzhQvA87CrZjz+VdaLGbJc9psZuxs3AHdhbuwKtL12NSrH8fEBHR0KRWyDEiRocRMdLlBC611m3NrzK6FsvSquQeZ4bmV/VvfXgBwKnihiEfqvpKFEWovjsetpRQ2A8VQ6wydX8SADS2wPZFPkS7A2CoSkREREQ+8jlUlclkWLp0KT766CMAwLFjx/DSSy/hxz/+cZe2DQ0N+OMf/+j2piIxMRETJ070eWDffPON23Z6errP5xIR+UItV+Pa1AW4NnUBTFYT9hbvxueXtmN/yV7JEgEx2hhcFTNpAEZKRINNaJASE5PDMDE5zOdzfK3VGihymYCcit7XaB0qBEGA+ufXQA1nwCpeqoOtrWzAoWLYj5cBVs+LrSpmJHk8Zlq3CY6caveyAUnDI6wmIiIiImk+h6oAcOedd2Ljxo0AnC9W//rXv+LUqVNYvXo1MjIy4HA4cOLECbz66qsoLi52u/X/9ttv92tgX3zxhev7+Ph4hId3XwONiKintEotlqQvw5L0ZWiyGLCr6EvsKNiOQ6UHYRedK1EvSlsKmSBdd297/hacrDyORWlLMTF2ssd2RDR8PXPjOPzgmnTXrNb8qraSAkZUN7X0yTXNVnuf9DvYCYIAISMCqowI4LvOmv6i2Qr78XJXbVbboWKIRe2Lr8q9hKq2XZcgXqqHff9ltBV+EBJ0zpB1ZpJzMawp8RC00oufEREREdGVx69QdcyYMfje976Hf//7367AdO/evdi7d69bO1F0X2IhJiYGd911l8/Xqa2txd69e10zXadNm+bPMImIeiVEpcOKESuxYsRK1Jvr8GXRTnx+6TMsTl/m8ZyNuR/iWPkRbLjwHmK0MViYtgSL05ZhbNS4IbVIDBH1HZVC5rGcwJMbT+O9o5dh78nKWB7YHSIuVjbhXFkjRsfphv1zkaBRQnF1MhRXt5eUcpQ2OhfBOlwM+dXSoaqjognipfou+8VSA2wbz8G28Zxzh1yA7Ko450zWttmsIyKG/e+diIiI6ErlV6gKAI8//jguXryIQ4cOuV4kdg5RO+5XKBT4v//7P6jV0os2SPnggw9gs9lcfV199dX+DpOIKCDCNOG4eeR3cPPI73hsU22qwjflR13blaZKvPPt23jn27eRGJKIRWlLsSh9KUaGj+KbayKSNDZBD0cAA1XAuVjV0cI6LHtxL6J1aswZEYV5I6Mxe0QUokJ8f112JZMl6CG7SQ/lTdke29i7W/zK1VCE45syWL4pA/52BAAgRARB85frobp9fCCGS0RERESDiN+hqkajwauvvorf/e53+PDDD+FwOLqEBG0ha1hYGJ5//nm/ZpqaTCa88cYbrpmwcrkc1113nb/DJCLqNzsLd0CEdBhS0lSC9Wdew/ozryFVn4bF6cuwOG0p0sMy+nmURDSYXZUU5uFZJDCqDC346HgJPjpeAsAZ4s7JisbiMbGYnMISS94o5qdBu+UO2A+XuMoGoF56YcPOxNpmyGKCpY+JIhynKyAbGwNBzpIxREREREON36EqAKhUKvzud7/DHXfcgU2bNuHAgQMoLy+H0WiEXq/HiBEjMH/+fKxevRohISF+9b1lyxYEBQUhKCgIADBx4kTo9fqeDJOIqF/MSZoHo9WIzwu242Jdrsd2hY0FePXk3/Dqyb8hK3wkFqUtxeK0pUjSJ3s8h4iGh7EJeqRHalFQY+rTcLXN2dJGnC1thMFsZajaDUGvgXJpFpRLswAAosMBR24t7AedC2DZDhXDcaoCkJppLADyaYmS/Try69A06e9AsBLyaYntZQNmJEIW17VEBBERERENLoLY+d59GrJMJhPOnTuH7OxsaLXagR4O0bCUV3cRnxdsx46C7ShqLPTpnA9WbUZaaHofj4yIBru3vy7ArzefDVh/U1PDUd5oRnFds8c2f79zCpaOjZM8tu9iNcYnhiI0SBmwMV2pxKYW2I+VOUPW1rBVLG+CbHwMdCcekDzH8u9TaL77I8ljQlqYM2RtWwRrYhwEdY/mQhARERGRn3zN1/jqjIgogDLDRyAz/Me4b+KDuFB7HjsKtuHzS5+hzFgq2T4tNB2p+rT+HSQRDUq3T0/BO4eLkFPZ1KsFq+QyAaNiQ/DuvTMhlwkoqDFhb24V9uRW4+u8ahgtdle7WZmRkn00NFtx9+uHAAATksIwNysac7OiMDE5DAreqt6FEKKGYl4aFPPSoIbz1n7xcgMclUaP53ir1SoW1MNaUA/re2ecO1RyyCfFtc5kTYJiZhKE1DDW6SYiIiIaQAxViYj6gCAIGB2ZjdGR2Xho8k9wpvoUdlzajs8LPkN1c5Wr3aK0pR7fFO8s+AwGiwHXpixEmCasn0bu2T9P/h2vnHgZ9018AOuu+tFAD4foiqOUy/Cn2yZh5cv7nPU2e5CrygRAKRfwwupJrvAzPSoY6VHBuPvqNFhsDhy/XIe9udWoaWqBXiM9C/VAXrXr+icu1+PE5Xq8+GUudGoFZo2IxJysaMzLikZyBO+MkSIIAoSUMMhSwjy2cVxu8L1Dix32QyWwHyoBcAhQy6GvfwJQ8aU8ERER0UDh7f9XEN7+TzT42R12nKj8Bp8XfIadBTvw6tL1HhetuvOT1Thfew5yQYGZCVdjUfpSzE++FiGq/q+198+Tf8ffT/zVtf2jiQ8yWCXqIwfza7Bm/WFY7aJfM1blMgFKuYD1a6ZjZob0DFRfPbHxNP5zuKjbdmmRWszNisacrGhcnRmJEN6i7hdHZVNrWOqszWo/XAI0Wbo9Tz4rGSF7fyB5zLa7AI78OshnJkE2KhKCjDOLiYiIiPzha77Wq1BVFEXs2bMH+/btQ05ODurq6mC32xEWFoakpCTMnDkTCxYs4EJT/YShKtHQYnPYoJBJBxBFjYW4eeOKLvtVMhVmJ83BorSlmJM0F0HKvn+sdw5U2zBYJeo7F8oN+Mn7x/FtmQEC4HXxqrbjY+J1eGH1JIwKwCJHv/jwFD4+UYIWm8PncxQyAZNTwzE3Kwr3zxsBuYy3pvtLtDvg+LYK9oOtIeuhYjjOVXX5B6D6ydUI+r8lkn2Y7tkI61snnRuhaiimd6jNOiMRMs4uJiIiIvKqz0PVAwcO4Nlnn0V+fr5rX1tXHW9lDQkJwb333osf/vCHPblMv7BYLMjPz0dJSQkqKipgNBphs9kQEhKCsLAwjBo1CpmZmZDL5QG5ns1mw8mTJ5Gbm4v6+nrIZDLExMRg7NixyMrK6nG/DFWJrhz/PPkK/n7iJa9tNIogzE2aj8XpSzEr8Rqo5Ko+GId0oNqGwSpR37HaHXj3cBFe338Jl2pMEAC3oNLuECHCeXv/2llpuH16CpQBrHdqttpxpKAWe3OrsSe3CufLDT6dlxEdjC9/Oj9g4xjuxAYz7EdKnCFr6yJYQX9dAeV3xkq2N4z5CxwXajz2JxsZ6QpYFTOSIBsfC0EZmNe4RERERFeCPg1VP/jgA/z2t7+F3W6XDFKB9oC17djSpUvx/PPPQzZIbkHavn07Dhw4gOPHjyM/Px82m81re51Oh+XLl+Puu+9GZmZmj65pNBrxj3/8A++++y7q6+sl26Snp+Pee+/FzTff7PfiAwxVia4ch0q/xkc5G7CveA9a7C3dtg9WhuDalOuwKG0pZiTMhELW+9W6uwtU2zBYJepboijibFkjThU3IKfCALPVDo1SjpGxOkxICsXYeH2/LFhU2WjG3ovV2Jtb5azJapS+TX3NrDT89gbpwO+r85UQBGBGeiSCVAzyekIURcDugKDo+vtz1JpgiP6Dfx0GKSCfmgD5jCQobxwNxeyUAI2UiIiIaGjqs1D19OnT+O53vwubzeb2Ar5zN52PCYKAhx56CA888IA/l+szc+fORUVFhd/nKZVK3Hffffjxj3/s1xuYCxcu4IEHHkBxseeVXju65ppr8Kc//Qk6ne+38DFUJbryGK1G7Ln8FXZc2o6vS/fD5vD+ARAAhKrDsPGmT6FXh/b4ur4Gqm0YrBINLw6HiG/LG7EnxxmwHi2shdXufC34+ven4rrRsZLn3fjSPpwqaYBKIcP0tAjMyYrCnKxoZMfpuJJ9ADgK6tD8889hP1QMsbjR7/PVv5kHzdPX9sHIiIiIiIaOPgtVb7nlFpw9e9b1wlcURej1esyYMQNJSUlQKpWorKzEkSNHUFJS4tZOoVDgiy++QGys9Avt/iQVqqrVasTHx0On08HhcKC+vh6lpaVdAmPA+Xt47rnnfLpWfn4+vve976Gurs5tv1arRXJyMlpaWlBSUgKr1ep2fNKkSXjzzTehVqt9ug5DVaIrW2NLA74q+hI7Lm3D0fLDsIt2yXZjo8bjzeXv9Pg6/gaqbRisEg1fxhYbDl2qwZ7cajy+eBSCJRasqjVaMOXZzyH1yjNap8acEVGYkxWFa0ZEI1rn22sf8sxR3AD7oRJXbVb70VLA7P2DOe2WO6Bc2rUUlSiKMK34N2SZEc7SATOTIMsIZxBOREREV6Q+CVVPnTqF1atXQxAE1+zT++67D/fddx+CgoK6tN+6dSuefvppNDU1udo/+OCD+PGPf9yznyqA5s6dC1EUMX/+fEydOhWTJk1CUlJSl/IEDQ0N+Oyzz/DXv/4V5eXlbseee+453HLLLV6vY7PZcNNNNyEnJ8e1LywsDE888QSWL18OpdJ5i259fT3eeOMN/OMf/4DD0b4oxF133YVf/epXPv1MDFWJho/a5hp8WbgTOwq24XjFNxA7rGLy6NSf4c6x35c870DJPoSpw5EdOUbyzXBPA9U2DFaJyJPNJ0vx8LvHfWo7Jl6POVlRmDcyGlNSw6GWuNWd/CNa7XCcqmgPWQ8Vw5Fb69ZGV/VzyYWsHJcbYEh7wW2fEKV1BayKGUmQT0uAoNf06c9ARERE1B/6JFR94YUX8MorrzhPFAQ8/vjjWLt2rddzTp48iTvvvNNVs3TMmDH48MMPfb1knzl//jxGjRrl8yfsDQ0NuOeee3D27FnXvujoaOzZs8drndj33nsPv/nNb1zboaGheOeddzBixAjJ9p988gl+9rOfubYVCgW2bNmCtLS0bsfIUJVoeKo0VmBn4Q7suLQdZ6tP49NbdyA2OK5LO1EUcfPGFbhsKEKSLhmL0pZiSfpSZIZlQRCEXgeqbRisEpGUnecq8PfdeTh+uR52h+83SgUp5ZiZEYGnrs/GiBjfyyJR9xzVRtgPlzgD1uJGaF9bJdnOuuEsTLdv8N6ZAMjGREM+ozVknZkEWXY0hAAunkZERETUH/okVF27di0OHDgAwLmg0rZt23w67+mnn8Z7770HwFmT9NixY1CpAr9KdV/Ly8vD8uXL3coB/Pvf/8bUqVMl21ssFixevBhlZWWufc8++yxuvfVWr9d5/PHHsXnzZtf2ihUr8Pzzz3c7PoaqRFRtqkKUNlry2Pmab3Hnp7d12Z8RmomIoEgcLT8csHEwWCUiTxrNVhzIq8He3CrsyanC5bpmn847/MQCxHAm5IBo/tlnsLzwtf8n6lSQT0+E9rVVkCX3vM73YGI/XobmJ3ci6PcLIZ8YP9DDISIioj7ga77m10fHBQUFAJyzVJcuXerzeStWrHB9b7PZUFpa6s9lB43MzEyMHeu+mm1eXp7H9vv27XMLVBMTE7stFwAADz30kNsM2s8++wwGg6EHIyai4cZToAoAn13aLrk/vyEvoIEqAPz9xF/xz5N/D2ifRHRl0GuUWDo2Ds+uGo89j1+LXY/Nx+9uHIuF2bEIVknf5j86TucxUD1xuR5//PwCjhTUwmp3SLah3lF9dzzUzy6A4oZREGKCfT/RYIF9dyGEKOk3I2KzFaKl+wUYBxPrhrOw78iDdcPZ7hsTERHRFa3rKgJedAz2Ro0a5fN5ndsO5YAwJSUFZ86ccW13Xnyqoy+++MJt++abb/ap3EBKSgqmTZuGw4edIYfVasXu3bvdwmkiIn/FaGOQpEtGseFyv1yvrZQAZ6wSkSeCICAtKhhpUcG46+o0WO0OfFNUh7251diTU4XTpQ0QRWBOVpTHPradKcMre/Lx4pcXoVMrcHVmJOaOjMbcrGikSNQHJf/JpyRAPiUBgLOUjFhQ71ab1f5NGWCVDrTlE+MgBCklj1nfOY3mh7Y4++9QNkBI0g/aRbCsG8+5vmqeXTjAoyEiIqKB5Feo2tTU5HqBo9frfT6vrW3buSaTyZ/LDiotLS1u2zqd59peu3fvdtu+5pprfL7O7NmzXaEqAHz11VcMVYmoV7475k7cnn0HztV8ix2XtmFj7gcwWo19ek0Gq0TkD6VchhnpkZiRHomfLR6FWqMF+/OqkRUT4vGc3TlVru8NLTbs+LYCO76tAACkRmgxd2Q05mRF4eqMSOg00uEe+U4QBAjp4VClhwO3jwcAiGYr7CfKnQHrwWLYDhVDLGwAAMhnJHnsy3aoGGixw37gMuwHLsPSdo0EHeTTE6GYmeRcDGtKAoTggS8d5rhUB0dOjfP7CzVwFNRBlhY+wKMiIiKigeJXqCqKoisY7c2nxx1Xtx9KRFHE6dOn3faNGzdOsm11dTWqqtpf5KtUKowZM8bna02ePNlt+/z5836MlIhImiAIGBM1FgdK9vZ5oNqGwSoR9VREsAo3TEjweLyy0Yzz5Z7vgCqsNeHtg4V4+2AhFDIBk1PCMScrCnOzojEuMRRy2eCcDTnUCBolFDOToZiZDDzi3OcoM8B+qBiy1DCP59kPF0vuF0sNsH18HraPW1//ygXIJsQ6Z7K2LYKVFdnvs1mtW3IAmQA4REBwbqsfnNGvYyAiIqLBw69Qdbj74IMPUFlZ6drOyMjAhAkTJNt2rrWamprq1+JcI0aMcNsuLCyEzWaDQsG/MiLqnX+e/Lsr6OwvDFaJqC+IAO6bm4E9udU4V9bota3NIeJwQS0OF9Ti+c9zEBakxGOLR+Guman9M9hhRhavg2xVtsfjotECx7dVHo+7sYtwHC+H5Xg58PejAADFipEI3vS9QAzVZ9ZNHSY5CAKsmy4wVCUiIhrGmND5aOPGjXjmmWdc2zKZDL/5zW88fkJ+6dIlt+24uDi/rhcREQG1Wu0qN2C1WlFcXIy0tDT/Bk5E1MkrJ14esOsyVCWiQIrVa/DEsmw8scw5a3XfxWrsya3CvovVqG6yeD23vtkKvYYvhQeKEKyCvuLnsB0ucZUNsB8uhlhn9ul8+bgYj8dsO/MgRAdDNjYagkJ68TN/iY1m2PcUOmepAoBDhH13AURDCwSdOiDXICIioqGFryRbXbp0CWVlZa5tq9WKxsZG5Obm4osvvsDFixddx5RKJX73u9/h6quv9thfTU2N27a/oSoAxMTE4PLl9gVlampqGKoSUa/dN/GBfp+p2nZdIqK+EqPX4ObJSbh5chIcDhHnyhuxJ7cae3OrcLSgDha7e/kpQQCuGSG9AJbJYsN9/zqG2ZlRmJMVhew4PWQsFRBwQngQlEtGQLnEeYeWKIpw5NY4A9ZDztqsjlMVgF3scq63Wq2m+z6BWFAPBCshn5YIxfTE9rIBcZ7XQ/DGtiMPsHUqYWZzwLYjD8pbfC/xRURERFeOHoeq+/fvR0VFRb+du2rVqh5dy1fvvPMO3nrrLa9tBEHAnDlz8Nhjj2H06NFe23ZejCsoKMjvMXU+Zygv8EVEg0fbbNH+DFbvnXA/Z6kSUb+RyQSMTQjF2IRQ3D8vEyaLDYfya7Entwp7L1bjYmUTxiWEIjJEeobhofxa7M2txt7cavzPdiAqRI05I5wB65ysaERzZmKfEAQB8pFRkI+MAu6eCMBZJsB+rNQZsraGrWJZk8dQ1VFucAaqAGC0wr6rAPZdBe3XSA111mZtWwRrUjwEdfdviayf5gAKmXuwqpDB+ukFhqpERETDVI9CVVEU8dprr/XoPAA9OrevQ1VfLF26FHfddVe3gSrQNQBVq/1/8a3RaLz2SUTUU/0drG648C4aLQ1YnnkjsiPH9PviIkQ0vGlVClw7OgbXjnbeMl5S34yaphaP7ffkutf6rG5qwcYTJdh4ogQAkB2vx9zWBa+mpIZDowzMLebUlRCsgmJuGhRz06CG8/2EWGqALDZEsr39UInX/sTCBlgLG2B9/6xzh1IG2ahIyMbFQj42BvKrkyAL1XQ6CbB+ckFypqp18wXYj5UC3fy3JsSGQJao996IiHxiP16G5id3Iuj3CyGfGD/QwyGiYaxHoaogCK6A1J9z2vTm3IG0bds2bNu2DVOnTsVzzz2H1FTPCxu01UJto1Qq/b5e54WtzGbfakwREfmiP4PV+pY6vHf+Hbx3/h2kh2ZgeeYNWJqxAnHB/pdGISLqrcSwICSGeb6LaO/Faq/nnytrxLmyRryyJx8apQwz0yMxJysac7OiMCImZNC8dr0SCYIAwUs4KTZbIcsIhyO/zrcOrQ44zlTBcaYKNq8X9rC/wYym6f/o9jLyOakI2XWPb2MiIq+sG87CviMP1snxDFWJaED1eKZqf5zTn5566ik89dRTrm2z2Yz6+nqcP38en3/+OT799FNXqHn06FHceuuteP311zF+/HjJ/jrPTLVarX6PyWJxX2ChJ7NdiYi8GYhSAJca8vHSN3/G8Ypv8OeFA7NoFhGRJ6Io4vHFo7Antwp7cqpwua7Za3uz1YFdOVXYleOc3To1NRwf/GhWfwyVJKhuHw/V7ePhqDI6F8Bqrc1qP1wCGLwvXuaVp7cy3b3FEQCoFVCtndTzaxORG+vGc66vmmcXDvBoiGg48ytUnTZtWl+NY9DRaDSIi4tDXFwc5s+fjx/+8Id45JFHcO6c8wm8sbERDz74ID799FPo9V0/LddqtW7bnWeu+qLzzNTOfRIRBUJfBKv3jFuHeF0CtuR9gpOVxyXbLM+8MWDXIyIKFEEQsGRsHJaMdc6kL6wxYk9OFfZcrMbXeTVoavE6nxFZMdK3pVP/kkUHQ7ZiFJQrRgEARLsDjnNVsB9sDVkPFcPxbVX3oWhvBSmhvD4LqtYasZ3ZT5XDfrICglYJaJUQglu/tv5x7lMBQQoIMlkfD5Zo8HNcqoMjx7kotONCDRwFdZClhQ/wqIhouPIrVH377bf7ahyDXmpqKl5//XXcfPPNKCsrAwBUVFTgtddew09+8pMu7TsHoM3N3mc5SOl8DkNVIuorgQxWfzTxQVd/N4/8Di43FmFr/qfYmrcZJU3OWnfByhDMTZ4veb7NYcVrp/6BhalLkBk+otfjISLqjdTIYNx1dTDuujoNVrsDx4vqsTe3Cntyq3CqpAGdb8aaOzLaY19r1x+BXC5gbmupgNTI4D4ePbUR5DLIx8VCPi4WqnVTAABioxn2I6WwHSqGbV8RxJJGOM5UBvbCJivsXvq0br6Alqe/8q0vjcItfBVighGya61kU9uREti257YGsp1DWi/BrYL1gWlws27JAWQC4BABwbmtfnDGQA+LiIapHt3+P1xFRETgoYcewpNPPuna99FHH0mGqpGRkW7b5eXlfl+vstL9BVjnPomIAikQwWrHQLVNsj4F9018AD+86n6crDyOLXmboVUGQ6PQSPZxsPRrvHry73j15N+RHTkGyzNvxOK0pYgI4nMgEQ0spVyG6ekRmJ4egccWj0Kd0YJ9edXOkDWnGpUGM2ZlRkmeazBbsSe3CjaHiM+/rQAApEZoMScrCnOyojErMxI6jf81+KnnBL0GigUZUCzIcO2zvHkCzQ98CljtgD1A01i1Xv5eTX6UCDPbIJptQG0zRABCg+c74eyHitHy212+991GJYcQrISu8ueSM2Nth4th+cex9jC2YzAbpASCO+3r2C5YBejVrDlMvWLddL59QxBg3XSBoSoRDRiGqn5atGgRnnrqKVeN2MrKSpSUlCAxMdGtXXp6utt22+xWX9XU1LiVDFAqlUhOTu7hqImIfNObYFUqUO1IEARMjJ2MibGTvfazJW+z6/tzNd/iXM23eOHI/2FW4jVYnnkD5iTPg1rOGtNENPDCg1W4YUICbpiQAFEUUVzXjNAg6QDt6/wa2BzuIV1hrQmFh4rwr0NFkMsETE4Jw5wR0Zg7MhrjE0MhlzF86m+q70+EfFoCTLe8B8fFWudsuF4SvISqorHndV6F4D7o12KHKBc8lhpwXKiB9Q3psj6+0Nf8ApBYJM52pATmJz6HENRp9qxUcOsKadu/l2VHQ1Dzre2VTmw0w76nsP1x6RBh310A0dACQcfXhkTU//g/j5/0ej1CQ0NRX1/v2lddXd0lVM3IyHDbLioqgsVigUql8uk6eXl5btspKSlQKPjXRUR9ryfBaneBqq8MlkbsLup6G6RdtGFv8S7sLd4FnUqHRWlLcX3mDbgqeiJnvBDRoCAIApIjPJdq2tO6kJUndoeIIwV1OFJQhz/uzEFokBLXjIjC3NaZrAkSQRT1DfmYGIQcvQ+mezbC9uE538+bkwrVwzMg2EWIJitEkxVotkKI9VxnV4jXQTYxDmhr3/bV7L12L4DAzYDtPKY+CoEBeByzWGaA/auCHnery3sEgkRdTfuJMhhvec9ZLqFzMBus6jqjNtg9uFXMT4Mg8dhrm2DD1yD9y7YjD7A5Ou10wLYjD8pbxgzMoIhoWGNKFwBSYWd0dDSio6NRVeV8AW2xWHD27FlMmuTbyp/ffPON23Z2dnbvB0pE5CN/gtVABaoAYHPYcFv2HdiW/ymqm6UDCIPFgI9yNuCjnA1I0iVjeeYNWJaxAkk6zuYnosHrkQUjMSU1HHtzq7EntxrVTd4XMW1otmLL6TJsOe2822n/L65DIoPVfiMEqyCL1wEKWdcQR4pCBvnEOKhu9i/Y0fxyDjS/nNNlv2h3AM3uQatb6Gq0AkGe38rJRkVBsWq09LkmqzMcbfYQ3HoLa5t7HtZCLgBK6ZqtYi9CYACew9qGFogF9T1ejyzk2H2QT+z6uHNcrEXT6L90DWQlZ9SqupRCUN6cDVlKWNfx2h0Qixvb23OBMjfWT3O6PiYVMlg/vcBQlYgGBENVPzU1NaGhocFtX1SUdO2sefPm4YMPPnBt79+/3+dQdf/+/W7b1157rZ8jJSLqHV+C1UAGqgAQronAI1N/ih9PfgRHyg5hS/5mfFn4BVrsZsn2xYbLeOXEy3jlxMuYGDMZP5x4P6bHzwzYeIiIAiVap8ZNk5Jw06QkOBwizlcYWmuxVuFIQR0sds/BXVqk1mOgarbaoZLLIGOpgIASHQ5Y3z/rW6AKADYHrO+dgeaPSwISgglyGRCihhDSs1uaVd+bANX3JnhtIzoczjqtrqC19auXkgfySfFQPTrTc1jbObg1WeFKNLVKzzM7jb0LVT3Nru2rsNY1E7jt5wX8Cm7lk+KlQ9XaZhgy/uS+M0ghXaM2qGuZBNU9kyC/Kk7ymrbdBV3LKbR9lQ9scOsoaYRY0eS9kQhYP7kgOVPVuvkC7MdKgW6eBoXYEMgS9b0bLBFRB36Fqj/+8Y9d3z/88MMYOXJkwAc02O3evdt1uwfgXLwqOlp6ldfrrrvOLVT96KOP8OCDD3Z7m0hRURGOHDni2lYqlZg3b14vR05E5D9vwWqgA9WO5DI5ZibOwszEWfjlTCO+LPwcW/I+wdHywx7POVH5DSz2Xt6WSETUD2QyAWPi9RgTr8d9czPRbLHj4KUa7M11LnqVW+keLszJkn6tCQAv77qIdw4XtZYKiMY1WVGI0UkvBEi+sx+4DLHS6Nc5YqUR9q+LoZid0kejCixBJgO0Kgha38qTAYBifjoU89O7b9hKFEWgxdZtSQP5zCRo/rRUOqRtC3ubpY61Brceahn3pgwC4JyxLPlz9XVY21GzDWKzDahp7ja4VVybLhmqilY7jNet93yiSt51tm2HWbeqH8+AclGm5KmW/5wG5IJ7WCtVD9fDLGUAMH3vA9j3FXXz08FzaNpgRtP0f3R7unxOKkJ23dP9dYiIfORXqLpz505XIHjHHXd0276qqsptxuWqVav8G90gYzab8eKLL7rtmz9/PmQePo2eM2cO4uLiUF5eDgAoKSnBhx9+iFtvvdXrdf7yl7+4BbeLFy+GTqfr5eiJiHpGKljty0C1s2BlMG4YsQo3jFiFsqZSbMvfgk/zNqOoscCtXYQmAjMTrpbswyE6IEBg7TMiGpSCVHJcOyoG146KAQCU1jdj38Vq7Mmtwr7casz1Eqo6SwlY8PGJUnx8ohQAMDpOh3kjozEnKxpTU8Oh8RJmkDTrhrOStxlDIYPqR1Nh+ftRwGoH7KLbceuGs0MmVO0PgiAAGiUEjZeSAgDkY2MgHxvTo2uIoujx/3f5rGRoP/5uhyDW4tss29avHhcD621YO1Azaz2x2J2LlNWbJYNbpZeyFs33bvJcSsKtE1mXoFX901lQ3T0Rqh9MRvPRUqDF5n3Kr6dj3aXNAgC1Aqq1vt01SkTe2Y+XofnJnQj6/ULIJ8YP9HAGlN+3/3v7T6uzixcv4pe//KWr/WAJVf/whz9g6dKlmDDB+y0xHdXX1+MnP/kJCgoKXPvkcjnWrFnj8RyVSoUf/ehH+O1vf+t27YkTJ2LEiBGS53zyySfYvLl95Wu5XI6HHnrI53ESEfWFtgD1lRMv476JD/RboNpZfEgC1k64F/eMX4ez1WewJW8TdhRsR0NLA5akXw+FTPrNxBeFO/DaqX9gecaNWJpxPaK1PXvjRkTUHxLCgrB6ajJWT02G3SG6fdjeUb3JglPF9V32ny834Hy5Aa/syYdGKcOM9EjMzYrG3KwojIgJ4QdM3ZC89V8mQJYZDu0Ht0E+JgaqH0yG6Zb34LhY274SeYBLAJBvvP17lsXrILthVMCvKZ+ZhJAT90vWqu0yo9YoEdaGe5hN3uuZtX0T1nrs1+HwLVAFAKsDaGhx1rltO7/BWd5JdfdEyKcmdH1MBYJMgCwrwvXYtbxxHGKj2VlaQ6eCoFNDCFFB0KkAnRqCTgUhRAUEeSlXQTTMWTechX1HHqyT4xmq+ntCT55Y/Ali+8P+/fvx2muvYcKECbj++usxc+ZMjBgxAkql+38WoigiPz8f27dvx9tvv426ujq349///vcxapT3/6RvvfVW/Pvf/0Zubi4AoKGhAXfccQeeeOIJrFixwrXIVX19PdavX49XXnnF7fzbbrsN6em+32JDRNRX1l31owELUzsTBAHjosdjXPR4/GTaz7G/eC8ywqRvSwOATy9uxsW6XPz52PP4yzcvYEb81VieeQPmp1wHjYILvxDR4CWXCfB0z+uRgrpuswez1YHdOVXYneNc/C8+VIM5WVGYkxWNOSOiEObHrd/DhdSt/8q7r0LQX6533SovHxODkKP3ofmhrbC+ecLVbqiVAKCeEYJVkI+PDXi/sklx0Dc84TWQdZU96LyQmdEKWYKHuxtbbBAig5ztfQ1BO/I0A9ZLSQdfCB3KNnh6TPVW58duyx8PwPGt9GKobuQCEKJqDVydYaty9TiofzpLsrl1ey7EhhZXQCvo1M7z2773VlOYaIixbjzn+qp5duEAj2ZgDeuFqk6dOoVTp04BcNYtjY2NhV6vh1KphNFoRFlZGYxG6VpKN910Ex5//PFur6FUKvHnP/8Z3/ve91BfXw/AGaD+4he/wDPPPIOUlBSYzWaUlJTAanX/BHHChAn4xS9+0bsfkojoCqeSq3Bt6gKPx6ubq3Gw9IBr2yE68HXpfnxduh9ahRYL0hZjeeaNmBw7BTKBM4uIaOhYNCYWu382H3taa7EeyKtBU4v3kKOswYz3jxbj/aPF+MMtE7B6anI/jXbosG446/ymdbX6oL+tgOruiV3aCcEqaF9fBcu8NDQ/8KmrHABLAFBPCbLeLVDmiSwtHPpK5/vKttmlviwyJrYGt/LR0gszw+qAfEq8ZOkEn1bu6lSz1u0xtfbjXvzAAqCSfuyKTT7W37eLHWbWGgAA8lmeH9ctz+2Bff9lz/0JaA1ZO82MDVZBsTAD6oelF1q1f1MKsbGla0gbrOSMeBoQjkt1cOTUOL+/UANHQR1kaeEDPKqBM6xD1Y6sViuKi4u7bRcSEoLHHnsM3/3ud33+pCkzMxNvvvkmHnjgAZSUlLj2m0wmnD9/XvKcWbNm4c9//jM0Gi40QETUG7sKv4BdtEseM9lM+OTix/jk4seIC47H9RkrcH3mDUgL5R0CRDQ0pEYG467IYNw1MxVWuwMnLtdjb24VdudU41RJPTxUDgAAzMmSDkosNgdK65uRFhXcR6MevFy3/gOQjWi/Zdgb1fcnQj6t9dblnBqWAKBBTZDJgGCVx0W4/OorVIOQw/d12e+2QJnRc91axSzpD3WUd02A5T+nYT9QBBj9L10gRGsR/MUayLMl6lEbWvzuz9WvzvPvTDR0E9aKAAwWiAZLl7xZiNJ6PM38m69g25YrfTBY6QppXaUMgtsDW/nkeKh/NE3yVEdBHcRmm/usWjmfs6h71i05zg8uHCIgOLfVD84Y6GENmGEZqv7xj3/El19+iQMHDuDUqVNoamry2l4QBIwcORIrV67ETTfdhIiICL+vOXr0aGzevBn/+Mc/8O6776KhoUGyXVpaGtatW4dbb72VtwcQEQXAzaO+g7SwDGzJ24wvCnbAZDNJtis3luH106/i9dOvYlzUBCzPvAGL0pYiTBPWvwMmIuohpVyGaWkRmJYWgZ8uGoV6kwX782qwJ6cKe3KrUNZavxAAsmJCEB8qXf7kaGEtvvfPQ0iJ0LpKBczKjIS+m8WGrgjNNsgywiG7PsvtluHudLx12XGh2nmLdQBCK6KhyG2BMv/fOkOQyRCy/S6IRgtM92yE7cNzPp8rm5UM7as3Qj5aeoE/+bXpEOuagabWgNPQ4py9arB0W8tVCPEWqvZRWNvkpV9ja4kIT+dWj/YYqpqf+gLWd8+47wxSuEoduM+qdZ8lK8uKhOquq6Sv2WB2/h5DVBC4SOIVybqpw8RAQYB10wWGqsNNZmYmMjMzce+998LhcKCgoABFRUUoLS1FU1MTbDYbgoODodPpkJiYiLFjxyIkJKTX1w0JCcFPf/pTPPTQQzh58iRyc3NRX18PuVyO6OhojBkzptsarURE5B+ZIMPUuGmYGjcNP5/+BHZd/hJb8j7B4bKDcIgOyXPOVJ/CmepTeP7I/+JfK97HiPCsfh41EVHvhWlVWD4+HsvHx0MUReRVGbEntwp7c6swJl7v8by9udUAgKJaE/59qAj/PlQEuUzApOQwzGld8GpCUlhrvdcrixCsQvDetT2aZdp267LocHCWKlEACMEqyOJ1gELmvnCcJwoZFFMSPAaqABC84TbJ/aIoOuvUtoataA1b24JXNFkgn5rgsV/5yCg4gpTOkLb1fNh9W3DLe1jrY7kCqX69hrUS/TbbIDbbutSU7kx+bZrHUNX85E5Y/n7UuaGWdwlkhZAOgW2n2rOyBD2UN2VLj5fPq4OC2GiGfU9h+wcQDhH23QUQDa0lKoahYRmqdiSTyZCRkYGMjIx+u6ZSqcTUqVMxderUfrsmEREBQUotlmWswLKMFag0VmD7pa34NG8z8usvSraPCor2ugAWEdFQIQgCRsSEYERMCNbO9l7iZE9u10Vc7A4RRwvrcLSwDi/szEFokBKzMyMxd2Q05mRFIzHsyln0r7dv3PnGnygwXOU4fAlUAcDm6HH5DUEQAK3KOTvde8UPScFb73TbdpVAMFhaZ8W2uAW0osECsckZ3Cqu9lzbWghVOxcZM1gAi3Q5K4/negm5fK4tK9Wvl5q/bv222CG2mIBqk08ldmWT4jyGqi2/+hItfzzQNaQN7lD6QKdqLYXQ9n3rTNsoLRTXsrRXINh25HV9PNocsO3Ig/KWMQMzqAE27ENVIiIanmKCY3H3uHtw19g1uFB7HlvyNuOzS1tRa651tbk+Y4XHxatyai9Ar9IjLiS+v4ZMRNTnmi12VPpwG2tDsxVbz5Rj65lyAEBmdDDmZEVj8ZhYzMr0sKgNEZEf7AcudztrsjOx0gj718UDvlicWwmE6J7Xpw758h7X96JFIqRtap1V2yGkRWt4q7gm1XPHfga0HfWqtqzXfrsJa60OiLXNQG2zTyFtG1lGOHS5j0gea3npEFr+b797bdqQTouJtYW4IZ0CXb0a8qvi/PwphzbrpzldZ44rZLB+eoGhKhER0XAkCAJGR2ZjdGQ2Hpn6Uxws/Rpb8jZjd9FXuD7zBo/n/d/h/8HximOYEjcNyzNvwHWpixCsHH6LuhDRlSVIJcehXy7A+QoD9uQ4SwUcKaiDxe59plhelRF5VUY0mKwMVYkoIKwbzkoGOFDIoPrRVOdt5la7+232ChmsG84OeKjaFwSVAkKkAoj0vLCVr0L2/gCize5eW1YqsG1q6VJ7Vj4zyWO/XmvAdsPb4mm9qVkLbyFwpRHi5Ua/Qto2QmQQ9JW/kDxmef8MLM8f8C+k7bjgWFxIv66x4yhphFjhfa0hiID1kwuSM1Wtmy/AfqwU6GbIQmwIZImeyw8NRQxViYiIWilkSlyTNBfXJM2F0Wr0GJKWNpXgmwpnvaij5YdxtPww/ufgs7gudQGWZ9yIafEzIJexOD8RDU0ymYAx8XqMidfjR/My0Wyx4+ClGuzNrcbe3CrkVnp+4zV3pOdAdU9OFUbH6xCj0/TFsInoCiJ5679MgCwzHNoPboN8TAxUP5gM0y3vwXGxtr3GYy9KAAw3gkIOhAVBCGD5luCPbofY0OIWwkqGtK3hreu40QL5VbEe++3VDNg+WmAM3vq93AD70dKe9SsToLf8RvKQ7ct8tPzpoHsA21b2IEQtHdC2BbohKo+PCdP3PoB9X1H3Y/MUmjaY0TT9H92eLp+TipBd93TbbihhqEpERCTB26zTrXmfdtnXYjdjW/4WbMvfguigGCzNWI7lmTdwkSsiGvKCVHJcOyoG145yFhosrW/GvovV2J1Thf0Xq1HfbHW1nT1COlQ1W+1Y9/ZRWGwOjI7TYV5rLdapqeHQcIVoIupE6tZ/5d1XIegv1zvrngKQj4lByNH70PzQVljfPOFqN1hKAAxHzlmZgV+wKOiFpRCfmOMKa12LiRktXWvVtu5vC2xlaeEe++2zcgW96Bc6lcdZqo68Oti25PS4a33DE5J/P4rFmbB/fbn7xdU8He5uqq8AQK2Aau0kX4Y5pPQ4VN2/fz8qKiq8trl40X3hj48//rinl8OqVat6fC4REVFgiQhR6tBkNUgerWquxNtn38DbZ9/A6IhsLM+8EUvSlyEiKLKfx0lEFHgJYUFYPTUZq6cmw+4QcaakAXsvVqGwxuRxFuqhS7WwtM44O19uwPlyA17Zkw+NUoYZ6ZGYkxWFuVnRyIrp31seiWhwsm446/xGLgBKOYL+tgKquyd2aScEq6B9fRUs89LQ/MCnrnIAV2oJgOFKlhwKJIcGvF/1T6+G8uZsv0LatlBXCPN810WvFgLzFtYaexHWCgA8lFiQj4rqPlDtKZkAWVaEa4b5lUYQRdHn39zo0aMhCAJEUfT5xU7H7nvzAuncuXM9Pne4MJlMOHfuHLKzs6HV9r7OChERedZib8Hey7uwJe8THCjZB7voveC/XJDj6sTZWJ55AxakLva4ABYR0ZXov7d8i3/uu9Rtuzi9BnOyojAnKxrXjIhChJcae0R0ZRIdDhgSn4dYaYRsVKTPYYz920pnOYCcGggxwdCVPMYSADQg7MdKYT9Z7gppYZAoe9DUadatwQLYHJBlR0F35seS/Zp/twstv93Vs0HpVAitf1LykOWN42het6ln/XZDuWai2wzzocLXfK1HM1XbglVf27bxI7/12AcREdFgoJarsTBtCRamLUFtcw12FGzHlrzNOFfzrWR7u2jHvuI9KDEUY2Hqkn4eLRHRwNOpFTC02Ly2KW80Y8OxYmw4VgxBAMYnhGJOVhQeui6LZQKIhotmG2QZ4ZBdn+VXGNOxHIDjQjXQbPM4M4+oL8mnJEA+JcHv88QWG9ChpE5niusyAKVcOqQ1dlhwrK2mbUv7pA+vtWV7scCY9ECdC8p5mmF+JenxTNX+JAgCZ6r6gDNViYgGXl7dRWzN/wTb8j9Fpamyy/EfT34Ea8avG4CRERENLKvdgZOX67Entxp7cqtwqrjetbaMN3F6Db7+5XUDNtFCFEWcLW3EyeJ65FY0wWyzQ6OQIys2BFclhWFsgp6TQIgCTHQ4ejXLtLfnE10JRIutfcEwix3yLOlSZLbdBbB+fM5t1qyjygjH2Uq3YNYnbbf7f3g75NnRAfgpBkafzFSdNm1arwdGRER0JcsMH4GHpvwED0x6GEfLD2NL3if4smgnzLZmCBCwNGOFx3OfPfBbZEeNxaK0JdCp9P04aiKivqeUyzA1LQJT0yLw00UjUW+y4EBeDfbkVmFPThVKG8yS583JivIYWu66UAmz1Y6rM6MQGqQM6HitdgfePVyE1/dfwqUaEwQAcln7OOwOESKA9Egt1s5Ox+3TU6CUM8QhCoTeBqIMVIkAQaWAEKEAIrxPulPMS4NiXlqX/aLRAtM9G2H70PdJjoqbRkO7/qYhd7t/T/k1U5UGN85UJSIanExWE74s2on8+ot4eMpPJdvk1+dh9aZVAACVTIW5yfOxPPNGXJ04CwpZYIMCIqLBRhRF5FcbsSenCntzq/F1fg2arc7ZMX/57iTcMEH6Nsrb/vE1Dl2qhVwmYGJyGOaMiMLckdGYkBgKRS8CzgvlBjz63nGcKzdAgPeFjduOZ8fp8KfbJmFUnK7H1yUiIhpMmh/ZCsvfjwKti016pZBBdf80BP1pWd8PrI/5mq8xVL2CMFQlIhq6Xjr2J6w/81qX/eGaCCxNvx7LM2/AqIhs3mJKRMNCi82OY4V12JtbjXvnZEguWNXUYsOk3+2AVWLFYr1GgdkjojA3KxpzsqKQFO77a+OD+TX4/huHYXOIsPtSn6CVXCZAKRewfs10zMyQvsWSiIhoqOi4aJyvrpRF4hiqDkMMVYmIhia7w44bP1yCClOF13YZYSOwPPMGLEtfjpjg2H4aHRHR4PTFuQr84K2jPrXNiAp2BawzMyIRrJaugnah3IAb/7oPVrvDp3qvnckEQKWQYdMD13DGKhERDWm2fYUwznvD7/OC96yFYnZKH4yo//iarw3t6JiIiOgK8fiMJ3FtykIoZJ7LnefXX8Rfjr2A5R8swoM7foht+Z+i2Wrqx1ESEQ0eGqUc14yIgkrR/Vua/Goj1n9dgB+8dRQTf7cDt7/6NU6XNLi1sdodePS947A5xB4FqgDgEAGrXcRP3j8Oq92HWyWJiIgGKeuGs0Dn/2MVMkCjgOrRmYBGAciFLsetG8723yAHGGeqXkE4U5WIaOirN9djZ8Fn2JK/GaerTnXbXqvQYs34dVg74d5+GB0R0eDTbLHj0KUa7M2txp7cKuRWNvl03lePzUd6VLBr++2vC/DrzYF7I/i7G8firqvTAtYfERFRf5G89V8mQJYVAe0Ht0E+Jgb2bythuuU9OC7WouOnkVdCCQBf8zXP02GIiIio34VpwnDr6Ntw6+jbUNhQgK35n2Br3qcoM5ZKtjfZTNAq+UEaEQ1fQSo55o+KwfxRMQCAsoZm7M2txt7cauy7WIU6k7XLOcnhQUiLbH/uFEURr++/1O2iVL4SALx+oAB3zkxlLWwiIhpy7Acud6mlqrz7KgT95XoIWmedc/mYGIQcvQ/ND22F9c0TrnZipRH2r4uHfAkAXzBUJSIiGqRSQ9Nw/6SHcN/EB3G84hi25H2CLwp3wGhtf4EjFxRYki69wqYoimhoaUCYJqyfRkxENPDiQ4OwemoyVk9Nht0h4mxpA/bkVmFPbjW+KayDzSFiTla0W9h5trQRl2oCV05FBHCp2oizZY0YlxAasH6JiIj6g+sWfrkAKOUI+tsKqO6e2KWdEKyC9vVVsMxLQ/MDnwJWO2AXYd1wlqEqERERDTyZIMOUuGmYEjcNP5/xBHYVfYWt+ZtxsPRrzE66BuGaCMnzzlafwbrtd+OaxLlYnnkjZifNgUredQVtIqIrlVwmYEJSGCYkheHH12ahqcWGr/NqEB+mcWt3srg+YLNU2wgAThU3MFQlIqIhRXQ4YH3fGarKRrTf7u+N6vsTIZ+W4CwHkFMD63tnoPnjkiFdAsAXDFWJiIiGEI0iCEszrsfSjOtRbapCk9Vz7cAteZthc9iw6/KX2HX5S4SqQ7E4bSmWZ96IsVHjeUsqEQ07IWoFFo2J7bI/t6IJcpkAW09XqJIglwnIqTAErD8iIqJ+0WyDLCMcsuuz3G73707HcgCOC9VAsw0IvrIndDBUJSIiGqKitNGIQrTkMavdih0F2932NbQ0YMOF97DhwntI0adheeYNuD5jBeJDEvpjuEREg5bZZu+bfq3t/d752iE0W+1IDAty/gl3fk1q/V6r4lszIiIaeEKwCsF71/ZolmlbOQDR4bjiZ6kCDFWJiIiuSLl1OTDbmj0eL2oswN+O/wV/O/4XTImbhuUZN+C61EUIUYX04yiJiAYHjULeN/0qnf2KoogTl+vR1GLDscI6ybbhWqUrbE0K07pC18TwIKRGaKHTKPtkjERERJ31NhAdDoEqwFCViIjoijQmaiw+W/0VdhZ+jq15m/FNxTGPbY+VH8Gx8iP430PP4dqU67A880ZMj58JuaxvQgYiosEmKzYE9gDe+g8AdoeIkbE6AECj2YamFpvX9nUmK+pMVpwpbexy7BdLR+P+eZmS531b1oioYBWiQtSQyVjWhYiIqL8wVCUiIrpChah0WJV1M1Zl3YwSQzG25X+KLXmf4LKhSLJ9i92M7Ze2YvulrfjtNc9iReaN/TxiIqKBcVVSWEAXqQKci15NSHIuUnW5ztSrvhLDgqSvIYpY/crXaGqxQSWXISFM43G2a5xeA6V8eMwcIiIi6g8MVeF8MVJcXIycnByUl5fDYDBApVJBr9cjLS0N48ePh1qtHuhhEhER9ViiLgnrrvoRfjDhPpyuOokteZ9gR8E2GCxdF1FRyzWYn3zdAIySiGhgjE3QIz1Si4IaU0DCVQFAWlQwxsbrAQDJ4Vr8464pKKlrRkl965+6ZhTXN6PWaOm2P0+hascZsBa7AwU1JhTUSAe4MgGI02vag9awIFw/Ph5jE0J79kMSERENc8M2VG1oaMDOnTuxd+9eHDx4EHV10rWNAECpVGLevHn4/ve/j+nTp/t1neLiYixYsKBXY71w4UKvziciImojCAImxEzEhJiJeGz6L7C3eDe25G3G/uJ9sIvON+bXplznsbbq+ZpzKGosxNzk+dAoNP05dCKiPiMIAtbOTsevN58NSH8igLWz0iAIztvxQ4OUWDwmTrKtyWJDaX0zijsFrm3flzeakRQuHaoW+zED1iECpQ1mlDaYcQTO9z4jY3UeQ9U/fHYesTqN22xXPeu6EhERuQzLUPWZZ57Bhg0bYLVafWpvtVqxc+dO7Ny5E6tWrcKvf/1rhIRwIQ8iIhraVHIVFqQuwoLURagz1+KzS9uwNe8TLPdy2/975/6NT/I2IVgZgkVpS7A88wZcFTMJMoG3lBLR0Hb79BS8c7gIOZVNvaqvKpcJGBUbgu9OT/GpvValwIgYHUbE6CSPW2wOKOXStVJrjRYo5QKs9p6N11NY29Bsxcu78rrs12kUSAwLQlK4FkmtQWvbrNfE8CBEBqtcQTIREdGVbliGqidPnpQMVOVyOaKjoxEZGQmbzYbS0lIYDO63RX788cfIz8/H+vXrERwc3F9DJiIi6lPhmgjcnn0Hbs++A6Io/ea82WrCF4WfAwCM1iZ8nPshPs79EIkhibg+8wZcn3EDkvW+hQhERIONUi7Dn26bhJUv74MoiuhJrioTAKVcwAurJ0ERoPqlKoXnfuZkRePCfy1DpaEFJfUmj7NdTRa75PmJYVrJ/SX1zZL7DWYbzpcbcL68a+kYANAoZUgMC8LvVo7DrMyobn4yIiKioW1Yhqod6fV6rFixAvPnz8eUKVPcZqDa7XYcPXoUL774Io4ePeraf+rUKTzxxBN48cUX/b7eNddcgx/84AcBGTsREVFf8DTLaNflL2Gydb3VtKSpBK+e/DtePfl3TIieiOWZN2BR2hLo1azTR0RDy6g4HdavmY416w/Dahf9mrEqlwlQygWsXzMdo+KkZ532BZlMQFyoBnGhGkxJ7XpcFEXUm6woqW9GcZ0Jxa2Ba1mDGTE66XUjSuqkQ9XumK0O5FUZofIQKDearVj+4t7WGa7a1lmv7bNd48M0UCvkPbo2ERFRfxu2oWpiYiLuv/9+3HDDDdBopGvCyeVyzJgxA2+99RaeeeYZvPfee65jn332GQ4ePIiZM2f6dd3o6GjMmjWrV2MnIiIaCJFBUZgePxNHyg5B9LCUy6mqEzhVdQL/d/h/MDd5Pq7PuAGzk66BQsY6fEQ0NMzMiMSmB67BT94/jm/LDBAAr4tXtR0fFRuCF1ZP6tdA1ReCICA8WIXwYBXGJfr2YVe4VokVE+Jds10rDS1+XTMp3MMM2LpmXG79A9RKjBWI0albQ1atq7xAW6mB1EgtQ1ciIho0hmWo+vDDD2PWrFlQqVQ+tZfL5Xj66adx9uxZnDlzxrV/w4YNfoeqREREQ9X0+JmYHj8TFcZybMvfgi15m3GpIV+yrdVhxReFn+OLws8Rpg7HkvRluPeq+xGmCevfQRMR9cCoOB02PXgN3j1chNf3X8KlGhMEOGejtrE7nB8vpUUFY+2sNNw+PQXKAN3yP9CmpkVgalqEa9tstaOswdxaVsDUOuu12fW1vNHsmtWrlAseZ8AWdzMDVhSBisYWVDS24Jui+i7HP7jvardxtWmx2ZFb0YTEsCCEaZWs60pERP2iX0LVvLw8lJeXw2AwwGw296iPVatWBWw88+fP9/scuVyOdevW4dFHH3Xt27dvX8DGRERENFTEBsdhzfgf4Pvj1uJ87bfYkvcJtudvRX1LnWT7+pY6bMn7BA9P/Wk/j5SIqOeUchnuujoNd85MxdmyRpwqbkBOhQFmqx0apRwjY3WYkBSKsfH6Kz7E0yjlSI8KRnqU9JoSNrsDFYYWlNQ1o9bYAplM+vdRUt+1hIw/Ej0srJVfZcSKl5zvzYJV8k4LaGld3yeFByE6RO1xfERERP7os1B17969eP/997Fv374eB6kdBTJU7ampU6e6bdfX16O5uRlBQdL/uRMREV3JBEFAduRYZEeOxaNTH8OBkv3YkrcZey7vgtXhviDkovQlUMulZy4REQ1mgiBgXEIoxiWwTrQnCrnMFVx6szA7FtE6DUrqui6qZWixeb+GTECMTrpsW8eFtYwWO3IqmpBT0STZViWXIT5U015aIFyLO2akICqE/0cREZF/Ah6qNjY24pe//CW++uorAPC4grAvBEGAKIqD5pPf0NCuL6QMBgNDVSIiGvYUMiXmJs/H3OT5aGxpwOcFn2FL3ic4VXUCALA880aP5z6z71dwQMTyzBswJXYa5DLWyyMiuhIlhWs91lttaLa6AtaS+g4lBlrD12C1wq38Qkf+LKxlsTtQWGtCYW37rNnvTEmS7re+Ge8cKuwy21Wj5P9TREQU4FC1ubkZP/jBD3DmzBlXGNoWjPZEbwLZvlBRUdFlX1hYWP8PhIiIaBDTq0Nxy6jVuGXUahQ1FmJX0Ze4KnqiZNvGlgZsv7QVVocVW/I2I1Ybi2UZK7A880akh2X078CJiGjAhAYpERqkxJh4veRxi83h8dyGZitkAuDowdtHhUxArF56Buz5skb8dVdel/1RIaoO5QWCXAtrJYU7t/UaLs5IRDQcBDRUfeWVV3D69Gm3MFWtVmP27NnIzs5GREQEtFrpTyaHgqNHj7ptJyYm+rzYVWdlZWWoqqqCxWJBaGgoIiMjERHRteg6ERHRUJaiT8Xd4+7xePzzgs/cSgVUmCqw/sxrWH/mNYyJHIvrM2/AkvRlCNfw/0giouFMpfC8CNjDC7Jw//xMlDeYUVzfPru1pN7k+r603gyLvWswGx+q8TwDtl56Bmx1kwXVTRacLG6QPK7TKJAYFoR31s1ERHDP3i8SEdHgF7BQ1WKx4M0333Sbmbp69Wr87Gc/g14v/WnjUPPhhx+6bc+dO9fvPvbt24drrrkGVVVVXY4lJiZixowZWL16NSZNmtTjcV7RjEb37aAgQObhBVbnthoNIPdwq47J5FxutCdt1WpA4eGh1NwMOByBb2s2A3Z7+7ZKBSg9fCLem7ZKpbO9lJYWwGbrWVuFwvnzSbFYAKu1Z23lcuffnRSr1dk+0G1tNufP10Ymc/67DHRbQQA8fShltzv/7nrSFgCCpRedgMPh/HfZ07ZarXMsnYmi83HU07b+PO75HOE0iJ8jtuVvgdLqgLzDj2aXAValDN/WnMW3NWfxwpH/w+yka7A880bMibkaKkeHfyt8jnDic0Q7Pkd033YIPUdItuXrCP/bDoPnCKVchuQILZIjtJJtHQ4RVU0tKDYDJY0traUGTNB1nFXa6XFfXNPpeaCDIIv776FFoYSjtXyNwWzDxcom6DWtj8FOj/s9RQb8dtt5ZzmBDrNdk8K1SFKJiNGp24NePkf435bPEf63HQbPEXwdEcC2ZrPnf7PDTMBC1WPHjqG5udk1S/Wmm27Cf/3XfwWq+wG3e/duHDlyxG3fzTff7Hc/UmFqm5KSEnz00Uf46KOPMHPmTPz+979HQkKC39e4ov2//+e+/cADQEyMdNs//cn9P8F77wUSE6XbvvSS+5PpmjVAWpp023/8A6ivb9/+3veAkSOl277+OtDx7/w73wHGjpVu+/bbQGlp+/aqVcDEidJt330XKCho377+emD6dOm2H34I5Oa2by9aBMyeLd1282bg22/bt+fPd/6Rsm0bcOJE+/asWcDixdJtd+4EOj5+pk0Dli+XbrtrF3DgQPv2xInO34WUAwec7duMGQOsXi3d9vBh4PPP27ezsoA77pBue/w4sHVr+3ZamvPfhJQzZ4CPP27fTkgAfvhD6bYXLgAbNrRvR0cDDz4o3TY/H3jnnfbtsDDg0Uel216+DKxf376t1QI//7l02/Jy4NVX27eVSuCpp6TbVlcDL7/svu+3v5Vu29jofMx19OST0i9+Taauj+XHH5d+EWW1dm376KPO34cUPkc4DaHniP+Z/zxOv/EcavduR01zNQDgbLoW+yfqXG3sog17Lu/Cnsu7cN15B26ojMHIiFGI0cZCmDSJzxEAnyM64nOE0xXyHAGAryPa8DnCqYfPETIAsQBiH30UU9I9vMfq1O+Ea1ZhydhY12zXOlP7c8Lao5ugtLcHef+ZuAQVuijXdlyoBgp5a9jS6TmiasJC5FcZkV/VNbRde2QTwlqMCNEooNMocHHBjVCPHd1aasBZ2zU1QguZTBhWzxHi1Vfj7LiZOFlcj9yKJphtdmgUcmTFhmD2hUNIzTvbvhYLnyOc+BzRjq8jnAL5HOHp3+wwE7BQtaioCICzDqpMJsNPfvKTQHU94Orr6/Gb3/zGbd/ChQsxYcKEPrvmwYMHcdNNN+Gll17CtGnT+uw6Q40oim61dkW73f3Tzg4Eh8Ptkxa2DWxbOBzO9r60tdt73tbh8LktHA5n32zbN20B/9tKte+rtoD/bYfQY26otfX1OSJcFY65SfMhZIWg1lyD3LocXFZVAJAujGe0GXGu5izO1ZxFbHA8Vlx1FZ8jBktb8DmCbfk6gm29tMXQe45YNjYWy65tD0yMLbbWsgJmRNZ+haamZhjMVjSabYgOVqNSaJ9Alhiqgb31Op0fG2Ueygq0cYgiGputaGy2Yse5ClyqaH/bLpcJ+PbpRVDIZV36rTU0o7K0HolhQQhRu7/VHwyP+548RzhEEWdKG/GvkpP4YJcNQuvvoI3dIWL+xW8xr6EAE5PDMC5BD4HPEUOzLYbec8Rgfxz1dVuZp1m6w0jAQtX61qRcEASkpKQgOjo6UF0PKIfDgccffxzl5eWufTqdDr/61a/86icuLg7XXnstZs6ciaysLMTExCAoKAgGgwHFxcU4dOgQ3n33XVy+fNl1Tn19PR544AG8++67yMzMDNjPNFQ5HA5YWlrg6PBAb66vh+jh9pKg5mYIHW4DMTc0wOHhNoWg5mYIHW5TMDc0wFFXJ9lWYzJB1rFtY6PPbVsaG2H30FZtMkHua1uj0a2txWCALQBtVU1NUHRoa21qgjUAbZVNTVD2sK2tqQmWALRVGAxQdWhrNxrREoC28sZGqDu2NZl8buswmWD20FbW2AiNr20bGtzaioKAZl/b2mwe2wr19QjqdPuOyVPbhgbptlKfHhuN0Eq17XgbVBuLpUvb5vp6jwsZSrblc8SQeY7QIhhXhU/C6AkTMHtyBL4o3oED5fvQ4miRPC9cFQ4jnyO6b8vnCBc+R7S2HaLPET1py9cRPrTlc4SLL88R0SogOkaBoEgVhND2QGHxnWNhjo5FZZMFpQ0tUMgF1LX+vJ2fI4prDAA83HLejZgQJQyNzlqunZ8jdp4pwS83ORdXDtUoEKdXIV6vRrxejYXnyhDXVIcQtRw6tRzw8jw1WJ4jGmsN+DK3FrVGKyqSooAo50euNokVyepNVuy6UIVTxfWYnpiBKD5H8Dmic1u+jgjo6wh7YyP0ev2wD1YDFqqqO9QhCQ0NDVS3A+4Pf/gD9uzZ47bvv/7rvxAfH+/T+TqdDn/7298wf/58yX9s4eHhCA8Px/jx43HPPffg5Zdfxssvv+wKDhsbG/H444/jww8/bL+dYZgSRREOh8NVYgIAFAoFRA91PmQyGYQOv3O5XA6Zj20VCgUcHtrK5XL3tnK5x7Yymczt710ul0Pw1G+ntgqFwnNbubxLv57qnUiNwVNbqX49/X77s62iD9qKMpnPbeGtX4XCva2XfmWd+/WjreBlDLJOY/D2swl+/B6Ezj8b4H9bqfb+tJX4BLS7x70/bfkcMTifI5QKJWbGz8LM+FkwWo3YW7oLnxd/hpPVx93OGxGa5fFxf77uW2QL4HME+BzREZ8jOvwsQ/g5gq8j/G/L5wj3tn31HKHVqJCmUSEtKsRr29umJGC8OgJljS0oa2hx+9qdhFCN6/fY+fFZY7Kh7S1+g9mGBrMNFypbbynOqUWsocbVdrfxWzR841yoK0GvRlKYBt+fkej6WQb6OeJSrRl7TlXC4SHc8qTOZMUfdxVh9SwjpqZ0zSX4HCHdls8R7m35OsL76whBEGCz2TyGz8OJIAbot/DVV1/h/vvvd81U/eyzzwLR7YB666238Oyzz7rtW7duHR5//PE+ve6bb76J5557zm3fiy++iCVLlng9z2Qy4dy5c8jOzobWU+HoIcxut6OuuBgKhcL5nzUwvAtDd5yKz+LxTiwe739bgMXj2/A5wv+2/fwcUW4qw5d5W/DVpe1QypT46/xXISiVXdrWmmvwna0rESnXY1HcdViQvBgZoZl8juhJW4DPEW34HOF/W76O6L4tnyM8tx2GzxGiKKKuugHlDS0oazSjvLEFxc0OFDfZUNrQgrIGM+ZnReK5G0c7T+j0uP/FtnxszfEws8zaAlmHMVgUSthl7WOI16ux48cznBudHstHSk04Wm5CfKgaCXoNEsLUiNWpoZTL+uQ5IrfSiLv/eRii1Yq2Sak2uRxWuXS/KpsVckd7v6JcDqjVeGfNJGTFdPo3x+cI6bZ8jmg3iJ8jJNsOwOsIu9EIm0KB8PDw9mzmCuNrvhawULWpqQlXX301rFYr5HI5Dhw4MKRnrH7yySd4/PHH3ZL3m2++Gc8991y/zBi96667cPjwYdf2ggUL8HLnIs6dDItQta7OPVQlIqJhRxRF1LfUIVwTIXn8/dz/4G+n/+K2LyN0BJakLMWCpMWIDIrqj2ESEREFnNXucIaZEu5/7zT25UmHqt2ZkhyK9XddJXnsha8u4fWvL7vtkwlAdIgKCaEaZ9gaqmn9o0a83rkvSOn/ezar3YHb3ziOvCoj7L1IKuSCgBHRWvznnkkef19E1DN2ux02m42hKgJ4+39ISAhWrFiBjRs3wuFwYNOmTbj77rsD1X2/+uqrr/DLX/7SLVBdvHgx/vu//7vfbsG/55573ELVgwcPwmazeZwOT0RENFwIguAxUAWAHUXbu+zLb7iIv51+Ca+cfhlTY6djccpSzI6fC43Cw8wQIiKiQchbQPi328bDbLW3lhMwo7ShBaWtX8sazChtbEGloQUSJUmREOq5xmtZg7nLPocIVBgsqDBYcLxY+rwIrRITEvX4y3c8rDYu4cMT5cipNHbfsBt2UcSFSiM+PFGO26ck9Lo/IiIpAU3ofvrTn+LLL79EY2MjXn75ZVx33XVISkoK5CX63MGDB/HII4/A1uEWo9mzZ+P555/v1wR+5syZEATBFewajUZUVVX5XMuViIhoOGqyNkEp8/zyxgEHDlccxOGKg9AqtJiXeB0WpyzDhKirIBM4k4WIiIY2jVKO9Egt0iOlZ1ZZ7Q5UGiwobTCjrNEZupY1tGByst5jnyUSoaovak1WNJqtHo+/sq8Qn52rRkLrTNd4vQpvHS7p0bWkCAD+daQEt02OH/brkxBR3whoqBodHY2//vWvuPfee1FfX481a9bgxRdfxJgxYwJ5mT5z8uRJ3H///WjpUFtk0qRJeOmll6DyVOOpj2i1WoSGhqK+vt61r7a2lqEqERGRFyHKEPzt2tdQ2FiAHUXb8fnl7ahqrpRsa7KZsK3wU2wr/BSx2jgsTl6KJanXIzFkaH0gTERE5CulXIbEMA0Sw3y/U2NmWjjCgpQorXfOdjVZ7N2f1Coh1PN18qpNyK0yIreq9zNTpYgACmubcb7CiOy4kG7bExH5K+D3kk+dOhX/+te/8Oijj+Ly5ctYvXo1lixZgmXLlmHcuHGIiIjo94DSF+fPn8e9994LU4cixWPGjMGrr746YPVJO9/q33H2LBEREXmWqk/DveN+hB+M/SFOVH2Dz4u2Y3fpLjTbTJLtK0zlePvCegDA2rE/7MeREhERDW4PzUtzfS+KIhrNNldpgbKGFpQ2tn5tMKO0wYz65vb3rfF6z2UFShtaPB4LFAHAmTIDQ1Ui6hMBDVWzs7PdtgVBgM1mw9atW7F169Ye9ysIAr799tveDs+j/Px8rF27Fg0NDa59mZmZeO2116DT6frsut7YbDa3WaoAEBHhuX4cERERdSUTZJgcMxWTY6biYdtj2Fe6BzuKtuFY5RGI6FpUblHK0gEYJRER0dAgCAJCg5QIDVJ6DCpNFrurhmuil5mqUrVaA00mACeKG3DLxDjIWAKAiAIsoKFqx4Wd2mqWdKwLOhiVlJTgnnvuQU1NjWtfUlIS3njjjQENMU+cOOE2M1WhUCAqiqsVExER9VSQIgiLUpZgUcoSVDVX4YvLO/BZ0VYUNF4CAIyNGIdkXYrkuWXGUmzIfReLU5ZiVHj2gNVme+vcG1h/7p9Yk70Od2ffMyBjICIi8karkiMzOhiZ0cFe2/3PytEorje7AtgD+bWoavJcg7Un7CKw+XQlPj9fjazoYGTFBCMrOhgjW7+GaZUBvR4RDS8Bv/2/LUQNRJDa14FsZWUl1qxZg/Lycte+2NhYrF+/HrGxsX12XV98+OGHbtsTJ05EUFDQAI2GiIjoyhIdFI3bR96B27K+h4sNOdhRtB0jw0Z7bL+jaDs25n+AjfkfIEWXisUpy7AoeQlitP33euGtc2/gjXOvAoDrK4NVIiIaqqalhmFaavv273dcxPvflMHmCHwG0Gx14FSpAadKDW77Y0JUyIppDVljgnFVgh4pEXzfTUS+CWioOm3atEB216fq6+uxdu1aFBUVufZFRETgjTfeQHJy8gCODDh06BA2bdrktm/hwoUDNBoiIqIrlyAIyAobhaywUR7biKKIHUXbXNtFhkL88+zf8drZVzAxejIWpyzDvMT5CFL0XQ32joFqGwarRER0JcmM0sLeB4GqN5VNFlQ2WbA/vw4AcOe0RPxiUWa/joGIhq6Ahqpvv/12ILvrM01NTVi3bh1yc3Nd+/R6PV5//XVkZgbuCXT//v0oLy/HypUruyw65cnXX3+NRx55BHZ7+4qK0dHRuP322wM2LiIiIvLd2dozKDWWdNkvQsTxqmM4XnUMfz7xf5iTOB9LUpZhYvRkyAV5wK4vFai2YbBKRERXinEJOolq5/0rK9rzB6R3vHkcCkFwzWwdGROMEdHBCFEH/AZgIhoihuWj//7778fp06fd9q1ZswZ1dXU4cOCAX32NHTsWoaGhkscqKirw5JNP4s9//jOWLl2K6667DmPHju2y+JXdbseZM2fwzjvvYPPmzXA4HK5jMpkMTz/9NG/9JyIiGiCx2jh8f/Ra7CjajjJTqWQbs92Mz4u24/Oi7YjSRLfWbl2KdH1Gr67tLVBtw2CViIiuBNmxIUgN16CozhyQcFUAkBIRhNfvGI+LVSbkVBqRW2VETqURedUmWO1dr5IVI10H1my140ypAQ4R+Ka40e1YYqjarVbryJgQpEQEQSHjwlhEVzpBHMyrSPWRUaM83+Lnr7feegszZsyQPPbRRx/hiSee6LI/NjYWoaGh0Gq1aGpqQmlpKUwmU5d2giDgqaeewl133eXTWEwmE86dO4fs7GxotX13C+JAsdvtqKurg0KhgFweuBlAREREvhBFEWdqTuGzom3YVfIljNambs8ZGTYaP530c4wK91yv1RNfAtWO7sm+l8EqERENae8eK8Wzn10MWH9PLRmB26ckdNlvc4goqm1GTmWTK2zNrTLho3VToFV1fa95tsyA29847vN1VXIBGVFa14JYC0ZFITmcE6XoymC322Gz2RAeHn7FZjO+5mvDcqbqQKuoqEBFRYXXNtHR0fjf//1fzJ49u59GRURERN4IgoDxUVdhfNRVeOiqn+BA2T7sKNqGwxWH4BDtkufk1l9AhCbS72v5G6gCnLFKRERD3y0T47DheBnyqoyQmEjqM7kgYES0FrdOipc8rpA5Q8+MKC2Wjum+v9wqo1/Xt9hFnK8w4nyF87wR0cGSoaooimi2OiSDXCIa/Biq9qGZM2fioYcewqFDh3D27FkYjd6fiGUyGbKzs7F69WqsXLmSt/wTERENUmq5GtcmLcC1SQtQa67Fl8WfY0fhNuQ25Li1mxwzFdFB0ZJ9tNhboJKpIAjutwf2JFBtw2CViIiGMqVchv+5cTS+t/44RLsDPVm3SiYASrmA3984OmC34M/NjMBL3xnrKh+QW2lEQW0zbD4O0FNZgdKGFix7+TCSwzUYGROCrGit82tMMJLCNJCzhADRoDYsb/8fCKIooqioCIWFhSgvL0djYyNaWlqg1Wqh1+sRHx+PCRMmICQkpMfX4O3/REREAyu/IQ87irZj5+XPUGOuxhNTf43FKcsk275y5q/YU7ILi1OWYlHKUiQEJ/YqUO2IpQCIiGgoO1JYjwfeOwOrXYTdj8hCLghQygW8fNs4TEsN67sBArDYHLhUY0JOlTNkbQtbK5ssbu30GgX2/eTqLh+iAsBXOTV4+IOzkv0HKWXIjAp2lRAYGROMrJhghGuVffLzEPmKt/+3Y6h6BWGoSkRENDjYRTu+qTyKcZHjEaTo+n+yXbTj9m03odpc7doXExSHyubygI2BwSoREQ1luZVGPLH5PC5UGiEAXhevajs+KiYYv79xtMeZof2h3mRtn9FaZYRCJuBXS7Mk2/5jfxH+srvAr/6jQ1SukPWHs1Og0/AGZOpfDFXb+fTo67zYkiAIeO6557ptFyierkdEREQ0GMkFOabFSi9kCQDHK4+5BaoAAhqoAiwFQEREQ1tWTDD+c88kfHiiHP86XIzCOjMEAHKZABHOINXuECECSIkIwp3TEnHLxDgo5bIBHXeYVolpqWE+zZTNqfSvVisAVDVZUNVkweHCejw8P02yTUOzFU0tdiSEqiVnyBJRYPg0U3X06NGuB6IoihAEAefOnfPaLlC8XY/ccaYqERHR0PC303/B+7n/6ZdrccYqERENdaLoXPjpTJkBeVVGmG0OaBQyZEYHY1y8DqNjg4dkeNhstSO/2oScDuUDciqNqGu2dnvuiGgtNt47VfLY+9+U4nfbLyJELceI6GCMjHaWDmgrJcDZrdQbnKnajo8kIiIion72o3E/xvzEBXjx5B9xvu7bPr0WZ6wSEdFQJwgCsuNCkB3X8zVIBqMgpRxj43UYG69z7RNFETVGq3ut1ioj8qqMsNjb58SN9FLioG0GbFOLHSeKG3GiuNHteLxe7arR2ha4pkYEDfgsX6KhxudQ1dfSqyzRSkREROSdIAg4UnGozwPVNgxWiYiIhgZBEBAVokJUiAqz0sNd+20OEUW1za6QNTvWc8Cc201ZgbLGFpQ1tmD3xVrXPqVcQEakFtNSw/CLRZm9/0GIhgGfQtUvvvjCp858bUdEREQ0nL117g1X0NlfGKwSERENXQqZgIwoLTKitFiKaK9tKwwtfvdvtYu4UGlEVIjKY5uzZQbYHSJGRAdDq7oyb/sm8odPoWpiYqJPnfnajoiIiGg4W3/unwNy3TfOvQqHaEeqPh1pujQkhiRDJff85omIiIiGnm0PTEeFweKa1ZpT2YTcShMu1Zhgc3i/uzgr2nNZgVf2F+GrnBoIAJLCNciKbq/TOjImGMnhQZDLhl5tW6KeYk1VIiIion62Jntdv89UbfPm+ddd38sEORKDE5GqS8PClCWYl3jtgIyJiIiIAkcQBMTp1YjTqzF3RIRrv9XuwKWaZmfIWmVqDVuNqDBYXG18qdUqArhcZ8blOjO+zKlxHXcuHqZ1C1uzYoIRGcwPcOnKxFCViIiIqJ+13YI/UMFqG4dox+WmIlxuKsLYyPEe2x0o24cIdQRS9WkIUnheAZWIiIgGL6VchpExwV2C04Zma+uMViOmpIRKnmtssaGk3uy1f7PNgbNlTThb1uS2PzJYiTUzkrBmZnLvfgCiQYahKhEREdEAGCzBaptUXZrkflEU8bvDT8NsbwYAxAbFIlWfjlRdmquMQKouDSEqneT5RERENLiFBikxNSUMU1PCPLapNlqRHhmEwtpmdFNBoIsao9VrWYAPT5QhQqtCVowWCaEayASWEKChgaEqERER0QDpj2D1eyPvwsz42ShsvIRCQwEKWr9WNVe6tUvTp0ueX9lc4QpUAaCiuQIVzRU4XHHQrV2kJqo1aE1Dmi7d9TVUHRbwn4mIiIj6V2pEEDbfNw1mqx35NSZnvdZKo6tua43R6vV8T7Va7Q4Rv9+RhxabAwAQrJJjRKdarVkxwdBrGF/R4MN/lUREREQDqC+D1Xuy73X1Pz5ygtsxo9WIQkMBChsvoaipELHaOMk+ChsLfLpWjbkaNeZqfFN11G3/b2f8N+YlXuf/4ImIiGjQ0SjlGBOnw5g49ztUaowWZ8jaWkYgt9KIvGqTKyz1VKv1cl2zqw0AGC12nCxpxMmSRrd2sToVRsaEICumPXBNjwyCUi4L8E9I5DuGqkREREQDrC+C1Y6BqpRgZTDGRIzFmIixXvuxOCxICklGaVMJHHB4bSslKSRFcr/B0ognv/45UnVpSGstJ5CmS0dUUDQE3vZHREQ0pEQGqxCZrsLM9HDXPrtDRFFdM/KrTYjwsFhVbpXRp/4rDBZUGGqxN6/WtU8hE/CX74zFNZkRXs4k6jt+haoLFizoq3F4JQgCdu7cOSDXJiIiIuoPgQxWuwtU/XFNwlxckzAXFnsLLjddRmHjJRS0znAtNBSguOky7KJd8lwZZEgOkV6UosBQgDM1p3Cm5pTbfq1CixRdmrNWa1vYqk9HrDYOMoGzUYiIiIYKuUxAeqQW6ZGeF7lUK+SYmhKKnEojGs02v/q3OUQkhGokjzU0W/HXPYVuM1u1Krlf/RN1x69QtaSkBIIgQBT9rErcS5ytQERERMNBIILVQAaqHankamSGjkBm6Ai3/VaHFSVNxSg0XEJBYwEKDZdQ2FiAy01FiNXGQSVXS/ZX2HhJcr/JZsL5um9xvu5bt/1qudotbL0hfRX0Kn1gfjgiIiIaEHNHRGDuiAiIoojKJourTmtbrdb8ahNsHlbGUitkSIkIkjx2ocKI/xwrdduXFKZxhqzRwa6wNSU8yOsiWkTe9Oj2//4MOfs7wCUiIiIaSL0JVvsqUPVGKVMiTZ+ONH065iW277c7bKhvqfd4XqGhwK/rtNhbkFt/Abn1FwAAN6SvkmxnsDSixlyDxJAkKGVKv65BREREA0MQBMTq1IjVqd1u57faHSioaUZOlfvCWOWNLciI0kLhIRCVKitQXG9Gcb0ZX+XUuPapFTJkRmmR1XFhrOhgRIVIlysg6qjHNVUZdhIRERH1jZ4EqwMRqHojlykQGRTl8fh1SYsQpYlGQevM1kLDJZhsJp/6jlBHepyleqTiEH535GnIBTkSQ5KQqktvnd2ahlRdOlJ0KR5nzxIREdHgopTLnIFnTDDQoQx8Q7MVdSarx/N8rdXaYnPg2/ImfFve5Lb/68dmIUTNZYjIux79CxFFEXK5HDNnzsTKlSsxd+5cyOWsTUFEREQUKP4Eq4MtUPVFdsQYZEeMcW2Loojq5ipnyGooQEFrzdbCxkswWA1u56bq0zz2W9A6A9Yu2lFkKESRoRB7OxyXQYb44ASk6p0LY7WHrakIUkjfQkhERESDS2iQEqFBnu9ImZSkR1OLHbmVRhTWmmD3Y15gQqjaY6C652INNp2qcKvVmhimgYxlK4elHt/+73A4cODAARw4cACRkZG44YYbsHLlSowePTrQYyQiIiIalnwJVodioCpFEAREa2MQrY3BtNgZrv2iKKKupc6tZmuKLtVjP55qtbZxwIESYzFKjMU4ULbP7ViGPhOvLXy7dz8IERERDbiVE+KwckIcAOds1PxqE3KrWssHtJYRqDZaJM/Nig722O+xy43Ycb4aO85Xu/ZpVXKMiNa6lQ8YGRPsNfSlK4Nfoepzzz2Hjz/+GEeOHHG7/b+6uhrr16/H+vXrMXLkSNx0001YsWIFoqI83/JFRERERN3zFqxeKYGqN4IgIEITgQhNBCZFT+m2fYOlocfXUsk910/bXfIlTlef6jDDNZ0LZREREQ0BaoUM2XEhyI4Lcdtfa7Qgt8qI3EoTcqqakFtpwsUqI0bGeA5VcyqbuuwzWew4VWLAqRL3O2tidCq3kDU7NgSZXgJbGnoEsQfFUUtLS7Fx40Zs3rwZhYWFzo4EAaIouhaxksvlmD17NlatWoUFCxZApWKR375mMplw7tw5ZGdnQ6vVDvRwAs5ut6Ourg4KhYLlJoiIaNh569wbbsHqcAhUe6rJYnCWEGgtH1BkKESB4RIqTOVez1uScj1+OfVXksf+9+h/Y3vRVrd94eoIpLWWD0jVpSFN7/wapg7v14VdiYiIKDDsDhEWuwNBSunMYeFfDqLCID3DtTsTk/R4++6JvRjdwBFFEecqmnCm1ICLVUY0W2zQBwdhVJweVyWFYWyC/op67eNrvtaj2/8TEhLw4IMP4sEHH8Q333yDjRs3Yvv27TAYDK5g1WazYc+ePdizZw90Oh2WLVuGlStXYvLkyT3+oYiIiIiGq7YAdf25f2JN9joGql6EqHQYGzkeYyPHu+1vtpmcAWtrGYHCxgIUGC6hzFgKEaJPtVo7qmupRV1VLY5XfeO2X68KRaouzflHn4bs8DFdxkJERESDj1wmIEgmHaiKooj756S6ygfkVBnR0GzzuW9vZQWe++wiLlQ2YWRMCLKita6vwQO8WJbV7sCHJ8rxr8PFKKwzQ4DzdyRChAABdocIEUB6pBZrZ6fj9ukpUMplAzrm/tSjmapSLBYLPv/8c3z88cc4cOAA7Ha7+4VaE+uUlBSsXLkSK1euRGJiYiAuTa04U5WIiIjIfy32Flw2FCJUFYZobUyX46IoYvkni9BsM/Wo/7kJ8/HMzOckjzVZm6BVaCEThs8bECIioiuBKIqoarK41WrNrTIir9oEq8TKWE8tGYHbpyRI9nXrP4/hQqWxy/7EUDWyOgStI2OCkRIRBIWs72eF5lYa8cvN55FTaYQAwFt42HY8O06HP902CaPidH0+vr7ka74WsFC1o6qqKmzatAmbNm1Cbm6u80Kt5QHavhcEAVOmTMFNN92EJUuWIDh44OpKiKKI4uJi5OTkoLy8HAaDASqVCnq9HmlpaRg/fjzUanVAr9nU1IRvvvkGBQUFaGpqgkajQUJCAiZNmoTY2Nge9clQlYiIiCjwLHYL/pPztmuG62VDEWyi7zNT7hq1BmvH/lDy2GN7H8a3tWeRqktFij4NaTpnOYE0fTriguMhF/iah4iIaCix2h0oqm12Bq1tgWuVEb+/cTQmJ4dKtp/+//bD5vAtnlPJBWRGBSMrxlmrdWZaGEbFhnR/oh+OFNbj/vfOwGZ3QCIf9kguE6CUC1i/ZjpmZkQGdEz9aUBD1Y7Onj2LjRs3YsuWLairq3NetFP9VY1Gg4ULF2LVqlWYPXt2Xw7HpaGhATt37sTevXtx8OBB19ikKJVKzJs3D9///vcxffr0Xl338uXLePHFF7Ft2zZYrdYuxwVBwLRp0/Dwww9j2rRpfvXNUJWIiIio79kdNpQYS1DYGrIWGApQ1FiAQkMBLI6uddZ+Ne23WJC8WLKvW7feiBpzteQxpUyFFF1qa73WNKTonItkJYYkQSEb2NsBiYiIKDByK424+Z/Henz+A3NScf+cVMljVrvD79vxcyuN+O7647DaHfAx53UjEwCVQoZND1wzZGesDppQtY3NZsOuXbvw8ccfY9euXbDZun66L5PJcOzYMQQFBfXpWJ555hls2LBBMtTszqpVq/DrX/8aISH+fwqwdetWPPnkk2hubu62rSAIWLduHR577DGfi/0yVCUiIiIaOHbRjgpTuatWa1vo+vPJTyI9NLNLe4OlETd+utTv68gFOZJCUnBb1nexLG1FIIZOREREA8TYYsPRoga3ma0FNSafZ4j+6ZYxWDAqqst+URQx/88HodMoMDK6fWZrVnQwksI1kElkTVa7A7e/cRx5VUa/Zqh2JpcJGBUbgk0PXjMka6z26UJVPaFQKLBw4UIsXLgQdXV12LJlCzZu3IizZ8+6Zq72U76LkydPSgaqcrkc0dHRiIyMhM1mQ2lpKQwGg1ubjz/+GPn5+Vi/fr1fJQu2bduGxx57DA6Hw21/REQE4uPjUVNTg4qKCtfvQBRFvPrqq7BYLHjyySd78FMSERERUX+SC3IkBCciITgRV8d3f/dVkaGwR9exi3YUGi7BLto9tnkv5x1EaCKRqktDii4VGoWmR9ciIiKivhWsVmBeViTmZbXfLm+xOZBfY3ItitUWtlY1db0jZmSMdDZVbbSg1mRFrcmKwtpmfH6h/c6YIKUMI6LbQ9a2r9vPVSFHorarv+wOEd+WGfDu4SLcdXVar/sbrAbkviGlUgm1Wg2NZuBf3On1eqxYsQLz58/HlClT3Gag2u12HD16FC+++CKOHj3q2n/q1Ck88cQTePHFF326RlFREZ588km3QHX06NF44oknMHPmTNe+/Px8vPDCC9ixY4dr35tvvompU6di8WLpW8aIiIiIaGgaEzEOHyzbjAKDc0Zr2wzXgsZLaLQ0dHt+qi5Ncr/F3oJ/nHkZDjhfewoQEKeNR6q+rV6r82uqLhVa5cCta0BERETSVAoZRseGYHSnWql1JqtrQazcKiMKapqRGCadreV6CUebrQ6cLjXgdKn7REJ5ANe/EgC8fqAAd85M9fkO7KGm30JVURSxd+9efPzxx/jyyy/R0tICAAP2i01MTMT999+PG264wWO4K5fLMWPGDLz11lt45pln8N5777mOffbZZzh48KBbKOrJn//8Z5hM7avFjh8/HuvXr+9SQiAjIwMvvvginn76abdr/b//9/9w3XXXQaFg7SwiIiKiK4UgCIgMikJkUBSmxEx1O1bfUudaGKstbC0yFLrVX03xEKoWNxW7AlUAECGizFSKMlMpDpYfcGsbExSLVF0aUvXOeq2p+nRkho5AkKJvy3ENVW+dewPrz/0Ta7LX4e7sewZ6OERENMyEa5WYnhaG6Wlh3bbtyYzT3tzy35kI4FK1EWfLGjEuoesCXVeCPk/pzp8/j02bNuGTTz5BTU0NALgWqWq71V2j0WDBggVYtWpVn9dTBYCHH34Ys2bNgkql8qm9XC7H008/jbNnz+LMmTOu/Rs2bOg2VM3NzcXWrVtd20qlEv/7v//rsSarIAh46qmncOjQIRQUFABwznT96KOPsHr1ap/GS0RERERDW5g6HBOjwzExepLbfoOlEYWGQhQ3XUaoWvoNSoHhks/XqWyuQGVzBY5UHnLt+99Zf8T0uK6vcTsuNDscvXXuDbxx7lUAcH1lsEpERIPVbVMSMDUlDDmVTcitMiGnsgk5lUbUN3dd46ivCABOFTcwVPVHTU0NPvnkE3z88ce4cOECAEjWS506dSpWrlyJZcuW9Wjhp56aP3++3+fI5XKsW7cOjz76qGvfvn37uj3vww8/dLvtf/ny5cjM7LpQQUdqtRr33nsvnnrqKde+DRs2MFQlIiIiGuZ0Kj3GRY7HuMjxntsodZgZNwuFjQUoM5X6fY1UfZrk/nJTGe7/al2HWa2t5QR0aYjQRF7RgWvHQLUNg1UiIhrMgpRyjEvQYVyCzrVPFEVUGy1utVpzK024WG2ENZDTVFvJZQJyKgzdNxyiAhaqWiwW7Ny5Ex9//DEOHDgAu91ZOL/zJ9rJyclYuXIlVq5cieTk5EBdvl9Mndrptqz6ejQ3N3udXfvll1+6bd96660+Xev666/Hs88+6yobcPr0aVRUVCA2NtbPURMRERHRCrOIBQAAiipJREFUcDItdgamxc4AADTbmnHZUIRCwyUUNBagyFCAQkMBSjqVCGijkQchJkj69WZB4yU0WOpxqvoETlWfcDsWotQhVZfWXq+1NXiNDooZ8mGrVKDahsEqERENJYIgIDpEjegQNWZlRLj22xwifv7xOXxxoRqOAGerZqvnhTWHul6HqkePHsWmTZvw2WefwWBwps+db+8PDg7GsmXLsHLlyi7B5FASGtp1urLBYPAYqubn56OwsH1VV61Wi0mTJkm27ayt7f79+wE4f6e7d+/mbFUiIiIi8lmQIggjw0dhZPgot/0WewuKm4pR0FqztS10DVEGewxBiwyFkvsBoMlqwNna0zhbe7rT9bVI1aUiVZeOByY8DL1K3/sfqh95C1TbMFglIqKhTiETEB2igkwQ4JC407w3NEp5QPsbTHoUql6+fBmbNm3Cpk2bUFxcDKDr7f0ymQyzZs3CqlWrsHDhQqjV6t6PdoBVVFR02RcWFuax/fnz5922x48f79diU5MnT3aFqgBw7tw5n88lIiIiIvJEJVcjIzQTGaHuZamkSna18adWa5tmmwnn684hpz4Hj03+hWSbclMZcutykKpPQ2JwIuSywbE4qy+BahsGq0RENNRlRmlhD/A0VbtDxMhYXfcNhyi/XrG8//77+Pjjj3H8+HEA7S+6On6anZWVhVWrVuHGG29EdHR0AIc68I4ePeq2nZiY6HWxq7y8PLftESNG+HW9zrVXO/dHRERERBRI3m7VX5P9A8xJmIfCxksoMBSgsPESCg0FMNvN3fabFJIEpUwpeexw+UG8cOL/AQAUggLJuhRnrdYOpQSSQpI9nt8X/AlU2zBYJSKioWxcgg6BrqoqApiQdGUuUgX4Gar+5je/cbutv014eDhWrFiBVatWYcyYMQEd4GDy4Ycfum3PnTvXa/tLl9w/zY+Li/PrevHx8V77IyIiIiLqL7HaOMRq4zAr/hrXPofoQGVzhVsJgcLWkgJGm9HVLlWX5rHfjjNgbaINlxrzcakxHyhpbyMT5EgMTkSaPh2pujSk6p0LZCXrUqGWB/aOuJ4Eqm0YrBIR0VCVHRuC1HANiurMAQlXBQBpUcEYGz+0Sv/4o8f31sjlcsyYMQMrV67E3LlzoVQ6PzluamoK2OA6CgkJ6ZN+fbV7924cOXLEbd/NN9/s9Zyamhq3bX9D1c6LUtXV1fl1PhERERFRX5IJMsRp4xGnjceMuKtd+0VRRLW5unVW6yXEaeM99uGtVmsbh2jH5aYiXG4qwl7sdu2PCYrFe8s29u6H6KA3gWobBqtERDQUCYKAO6cn4dnPLgakPxHA2llpQ37BSm96HKo6HA58/fXX+PrrrwM5HkmCIODbb7/t8+t4Ul9fj9/85jdu+xYuXIgJEyZ4Pc9kMrlta7Vav67beQEsq9UKi8XiteQAEREREdFAEwQB0UHRiA6KxtTY6V7b6lV6hKsjUNdS6/d1UnQpHo+9n/sffFN5FKn6NKTo0pCmS0OqLg0hKunaboEIVNswWCUioqHololx2HC8DHlVRth7MV1VLhMwKjYE353u+f/pK0GPQtW2lNlbIfsrhcPhwOOPP47y8nLXPp1Oh1/96lfdnts5VPU3DNVoNF32GY1GhqpEREREdMX4zfTfAQAaWhpQZChAQWv5gLZyAtXmKo/npurSPR47XX0Shyq+xqEK90kgUZoopLaVEWit3Xqw/Gv8J+ftwPxArRisEhHRUKOUy/A/N47G99Yfh2h3oCfrVskEQCkX8MLqSVDIZYEf5CDSq6U1+2MK70AHt3/4wx+wZ88et33/9V//1aXeqZSWlha37bYSCb6SCk8790lEREREdCUIVYdivPoqjI+6ym1/k7XJGbZ2qNdaaChAuakMKV5qtRYaCiT3V5urUW2uxrHKI5LHA4nBKhERDTVZMcF4+bZxeOC9M7DaRdj9yOXkMgFKuYD1a6ZjVJz0nSFXEr9C1YSEhL4ax6D01ltv4Y033nDbt27dOlx//fU+na9WuxfNt1qtfl3fYrF02cdZqkREREQ0nIQoQzAmYhzGRIxz299sM3k4A7DYLSgxlng83p8YrBIR0VAzLTUM76yZhCc2n8eFSiMEwOviVW3HR8WG4IXVk4ZFoAr4Gap++eWXfTWOQeeTTz7Bc88957bv5ptvxs9+9jOf++hcQ1UqJPXGbDZ32RccHOxXH0REREREV6Ighbf1CkQ8OfXXKGwsQIHBOcO1uKkYDtHeb+PriMEqERENNVkxwfjPPZPw4Yly/OtwMQrrzBDgnI0qwhmk2h0iRABpUcFYOysNt09PgfIKv+W/o17d/n+l+uqrr/DLX/7SrfTA4sWL8d///d9+lTzoHKp2rrHanebmZrdthULRZfYrERERERG5U8nVWJC82G2f1WFFcdNlFDYWYHP+RhyvPtavY3rj3Ks4U3MKf7jmBcnjhY0F0CqDEa4Oh0LGt2lERDTwlHIZbp+SgNsmx+N8hRFnygzIrWxCs8WG0BAtRsXpMSEpFGPj9f1SInSw4f/WnRw8eBCPPPIIbDaba9/s2bPx/PPPQy6X+9VXZGSk23bHxa58UVFR4bYdHh7u1/lEREREROSklCmRrs9Auj4D/3X41wMyhiOVhzwe+9m+R1BtroIAAaHqUESoIxGhiUC4JhIR6khEapzbEa3bEZoIhCh1w/JNLBER9S9BEJAdF4LsuBDY7XbYbDaEh4f7nZNdaRiqdnDy5Encf//9botBTZo0CS+99FKPapmmp7uvRlpWVubX+aWlpW7bGRkZfo+BiIiIiIjcrcle57olvz9dm7RQcr9DdKCupRYAIEJEfUs96lvqkd+Y57U/pUyFCE0E7hz1faxIXynZpqa5GjqVDio573gjIiIKJIaqrc6fP497773X7Rb9MWPG4NVXX+1yG7+vOoegFy9e9Ov8/Px8r/0REREREZH/2mqb9newenPmdyT3GyyNsPeg3qvVYUGFqRwO0eGxzX1frUWNuRohSp1zpqu6w4zXDrNend9HIFQdBpkwfOrhERER9RRDVTjDy7Vr16KhocG1LzMzE6+99hp0up6vWDZ69Gi37TNnzsBms0Gh8O3X/s0337htZ2dn93gsRERERETUrj+D1VsyV2Ne4rXI0EtPkqhvqYdMkPd4Ia0ITYTkfrtoR11LHQCgyWpAk9WAIkOh175kghwR6nCEayLxnRG3Y1HKEsl2LfYWqDn7lYiIhrFhH6qWlJTgnnvuQU1NjWtfUlIS3njjDURESL848VVmZiZSUlJQVFQEwLlQ1fHjxzFt2rRuz21r20YQBMyfP79X4yEiIiIionb9Eazek32v6zqepOrT8Pmq3Wi0NKDWXItacw1qzDWobalBrbkGteZa1LU4v9aYa9BkNbidH6GJlOy3saXB76DWIdpRba5GtbkazbZmj+2+t/1WmGwmt1muERpn7dfwDtsRmkguvkVERFekYf0/W2VlJdasWeO2gFRsbCzWr1+P2NjYgFzjuuuuw/r1613bH3zwgU+h6tatW91KEYwbNy5gYyIiIiIiIqe+DFZ9CVTbyAQZwtThCFOHIyM002tbi70FtS21rgA2RZcm2a7GXCO531eRHsJau2hHfUsdHHCg1FiCUmNJt32FqsJcAeyqjJtxTcI8yXaiKHLxLSIiGhKGbahaX1+PtWvXumaRAkBERATeeOMNJCcnB+w6t9xyC958802IoggA2LJlC374wx8iM9PzC6WWlha8+qr7i7pbb701YGMiIiIiIqJ2fRGs+hOo+kslVyNOG484bbzXdpmhI/DJis9Q29I687V11mtt66zX2rZ9LTVoaGmACNHtfE8zYBta6uGA5zqukudY6tFgqcelxnxcm7jAY7vbtt8EAULrLNe2GrDt30cGOevAhmsiWH5gmHrr3BtYf+6fWJO9rs8eY0REvhiWoWpTUxPWrVuH3Nxc1z69Xo/XX3/da9jZEyNHjsSyZcuwdetWAIDVasUvfvELrF+/HiEhIV3ai6KIZ599FgUFBa59ycnJuOWWWwI6LiIiIiIiahfIYLUvA1V/CIKAEJUOISqdx9msbWwOG+pb6txC16SQJMm2tb2cAesprLU5bKhuroIIEZXNFd32E6wMcSs7sCx1BabGTu/V2Ghwe+vcG67HaNvXwfBYI6LhaViGqvfffz9Onz7ttm/NmjWoq6vDgQMH/Opr7NixCA0N9drm0UcfxVdffYXmZmdNotOnT+OOO+7Ak08+iRkzZrjaXbp0CX/84x+xY8cOt/Mfe+wxKJVKv8ZFRERERET+CUSwOlgCVX8pZApEBUUjKii627Zp+gz8a/H7rSUIqjvMenWfBVvXUgu7RE1XTwtr1bfUdZkt643R2gSjtQmXm5x3H06O8Vxmbe3OO6EQFM4ar64ZsBGI1ES51YUNUmhZfmCQ6hiotmGwSkQDaViGqocPH+6y78UXX+xRX2+99ZZbMColNTUVzz77LB577DFXGYDz58/j7rvvRkREBOLj41FbW4vy8nLX8TZ33XUXli1b1qOxERERERGRf3oTrA7VQNVfCpkCiSFJSPQwk7WNQ3TAYGlsLz3QGrjGBydKtq811/ZqXBFq6bDW5rDhUmO+c6PBex8auaY1ZI1yzYK9LnkRxkdO6NXYqHekAtU2DFaJaKAMy1B1ICxfvhyiKOKpp56C2Wx27a+trUVtrfSLh7Vr1+LnP/95fw2RiIiIiIjQs2B1uASq/pAJMoSqwxCqDut28S0ASNGl4uX5/3QLYGs7BbI15hpYHRbJ8yM1UZL761rqfB6z2W5GqbEUpcZS176RYaM8hqoP7f4R1HK1K4CN0EQgXO0sRxDR+ken1HH2ay94C1TbMFglooHAULUfrVixAldddRX+9Kc/4bPPPoPVapVsN23aNDz88MOYPp31gIiIiIiIBoI/wSoD1cDQKDTIjhjjtY0oijDajO5lB1qcX2O1cZLn9FUNWIvdgjM1p7o9v63sQNtiW+Gt5QauiZ+LkeGjejW2K50vgWobBqtE1N+GZah64cKFAbt2cnIynn/+eTzzzDM4duwYCgoKYDQaoVarER8fjylTpiA2NnbAxkdERERERE6+BKsMVPuXIAgIUYYgRBnS7eJbbRJDkvA/s553BbA1rYFsXYdA1mQzeTzfWw1YX9hEGyqbK7osvpUQnOgxVP3l/segVWoR0TrrNbxDKBuhiUSoOhRyQe7T9YcqfwLVNgxWiag/DctQdTAICQnBvHnzMG/evIEeChEREREReeAtWGWgOjSEKEMwI+5qr22abc1us17bQtcacw1igqQnvdT0cgZspIcZsC32Fhyq+NrruTLIEKYOb19kSxPpWnxrWux0nwPnwaongWobBqtE1F8YqhIREREREXkhFawyUL2yBCmCfFp8q6P44Hg8OfU3HRbi6hDIttSg0dLo9XxPZQXqfFiwywGHs85sSw3QkOt27Impv/YYqv73kd8iRBniCmCdYWwEIjVRCNOEQylTdnvtvtabQLUNg1Ui6g8MVYmIiIiIiLrRFs6sP/dPrMlex7CGEKYOx6KUpR6PW+wW1LfUdSk7UGuuQV1LLaI00ZLn1bb0sgasWjqsNdvM+OLyDq/n6lWhHcoMOMPWtsW3xkdNQJw2vldj604gAtU2DFaJqK8xVCUiIiIiIvLB3dn3MKAhn6nkKsRoYxGj9W/NjOigWDw44RHUdViIq202bH1LHUSIXs/3OAO2pfsZsI2WBjRaGlCAS12OPTn1acSlSIeqfz7xPHQqPSLUHcoRtIazGoWm2+sCgQ1U2zBYJaK+xFCViIiIiIiIaJCIDorGrSNukzxmd9jQYGlwlRmoMVe7lR2obalBpCZK8tzaXtaA9RTWNttM+Dj/Q4/nBSuCEaGJRHiHGbBtZQciNJHIChuFTy9tCnig2obBKhH1FYaqREREREREREOAXKZwzQT1V7gmAneNvqc1gHWvA2sX7d2eH6GJkNxf200NWKPNCGOTEZebiiSPz0u8FrtLvur+B+gFBqtE1BcYqhIRERERERFd4RKCE7F2zL1d9jtEBwwWg3PhK1fgWtth21l+wFOt1lofygp409eBahsGq0QUaAxViYiIiIiIiIYpmSBDqDoUoepQpOsz/D5fr9RjZcbNboFsjbkaFoelD0bbOwxWiSiQGKoSERERERERUY+k6tPw6MSfue0TRREmm6m1xEDrzNdOZQcOVxwckPGuP/dPhqpEFBAMVYmIiIiIiIgoYARBQLAyGMHKYCTrUiTbvHXujT5bnMqbNdnr+v2aRHRlYqhKg0JDQwNMJpPXNna7HQaDAXK5HDKZzGvboKAg6PX6QA6RiIiIiIiIAqRttmh/Bqv3ZN/LWapEFDAMVWnANTQ04KWXXoLNZgtYn3K5HPfccw+DVSIiIiIiokGqP4NVBqpEFGjep/sR9QOTyRTQQBVwzmptbm4OaJ9EREREREQUWHdn34N7su/t02t0DFRFUezTaxHR8MFQlYiIiIiIiIgGTF8Gqx0DVbPNjHt23oE3z72OhpaGPrkeEQ0fDFWJiIiIiIiIaED1RbDa+Zb/bYVbUGgowPpz/8Tt22/Ciyf/iHJjWUCvSUTDB0NVIiIiIiIiIhpwgQxWOweqdocN7+e+49o2283YmPcB7tixGr87/DRy6y8E5LpENHxwoSoiIiIiIiIiGhQCsXiV1KJUp2pOotzUdVaqQ7Tjy+LP8WXx55gaMx23j7wTk6OnQBCEHl+fiIYHzlQlIiIiIiIiokGjNzNWpQJVAJgUPQX/XPAWFqUshVyQS557tPIwfrbvYdz31Vp8WbwTdkdgF1QmoisLQ1UiIiIiIiIiGlR6Eqx6ClTbZIaOwJNTf4N/L9mAW0fcBo08SLJdbv0F/O7wb3DXjtuxMe9DmG1mv8ZBRMMDQ1UiIiIiIiIiGnT8CVa7C1Q7itXG4cEJj+C9ZRvxgzE/RLg6XLJdmakUL558HrdvvxkVpnKfx01EwwNDVbpiORyOgR4CERERERER9YIvwao/gWpHepUed45eg/8s/Qg/mfhzJAYnSbaL08YhJijW7/6J6MrGharoivWf//wHer0eYWFhCAsLw9ixYxEfHz/QwyIiIiIiIiI/eFu8qqeBakdquRo3ZqzC8vQbsK90D97N+RfO151zHb995J1cuIqIumCoSle0xsZGNDY2oqioCCkpKZKhqiiKOHLkiFsAq9FoBmC0REREREREJEUqWA1EoNqRXJBjXuK1mJswHyerj+PdnH/jclMR5iTOk2wviiJeOvUnzIqfg8nRUxi8Eg0zDFVp2AgLC5Pc39zcjH379rnt02g0CAsLQ2hoqCtobfuj1Wr5nyUREREREVE/awtQ15/7J9ZkrwtooNqRIAiYGD0ZE6Mnw2Q1Qi7IJdudrD6Oj/I24KO8DcgKG4XbR96BeQnzIZcxaiEaDvhIp2HDU6haX1/fZZ/ZbEZ5efn/b+/O46Kq9/+Bv4YBBgYYFtkU3EAEJRDX3BK3TFNL01xyXzNNy8xbWrdu15tL3qysLCvXytxttaumZrkrKrigKLgBsskywMAAM/P7wx/z5czGDAzD9no+Hjzkc87nnPNBGIZ5zee8P0hL0y9G7uDgIAhbIyMjjZ6biIiIiIiIrGdyu2k1FqYaInVwMbrvh4TvtJ/fzL2BZWffwTfSZng+ZDyGtBwKJ3veAUnUkDFUBZCeno64uDjExsYiLi4OV65cQWFhoXZ/QEAAjhw5UqVzh4aGVmtshw8fRmCg4WLZZNqQIUNgZ2eH3NxcFBYWwtHR0WA/Q6GqKaWlpcjKykJWVhYAoG3btgb7lZSU4OrVq9rwVSaTQSw2/A4nERERERER1R+JebdwNv203vYHilSsjf0Qm+O/wXPBozEiaBTcJR62HyAR1bhGG6rGxMRg06ZNiI2NRUZGRm0Ph2qAl5cX/PwqX6HRyckJLVu2RG5uLuRyOTQajUXXMTZLNTs7G0ePHtW2RSIRZDKZXkmB8raDg4NF1yUiIiIiIqLaEejaHAuj/oGdN7chpTBZb7+8JA+b4zfgh4Tv8HTL4Xg+ZByaujSrhZESUU1ptKHq5cuXcejQodoeBtUBQUFBCAoKAgCoVCrI5XLk5uYiNzcXeXl5gs9VKpXgWIlEYnRRK90ZsBqNBnl5ecjLy8O9e/f0+ru4uAjC1sjISDg7O1vniyQiIiIiIiKrkYgleCZoBIa2Ho7jqX9he8J3uJ4Tr9dPqVJiX9Ju/JS0F30D+2Nc2wkI8ajeHa1EVDc02lDVFKlUCoVCYfXzhoaG4s0337ToGB8fH6uPg4wTi8Xw9PSEp6en3j61Wo2CggJtyFpZ2QBLywoUFhaisLAQKSkpAICIiAiD/QoKCnDv3j3tDFcunEVERERERFQ7xCIxogP6oU+zvojNuojtCd/jTPopvX5qqHEk+Q8cSf4DnX274vVOb8Jf2rQWRkxE1tLoQ1UXFxeEh4cjIiICkZGRiIiIQHJyMiZPnmz1a7m7u6Nnz55WPy/Zhp2dHWQyGWQyGVq0aFFpf6lUCn9/f+Tm5qK4uNiiazk6OhqdpZqamor//e9/2raDg4NeKYHyDzc3NwauRERERERENUwkEiHKpxOifDohMe8WdtzchiP3D0GlUen1vZmbAHdHD9sPkoisqtGGqv3790fv3r0RFBQEOzs7wb7kZP16KESWioyMRGRkJACguLhYUEqg4kfFRdHKubu7Gw1DdWfAlpaWIjMzE5mZmXp9xWIx3N3dBWFrZGQkF8wiIiIiIiKqIcHubbC0yzuY0X42dt/agV9v/4xiVZF2/8igUXC2Z6k3ovqu0Yaq5sw0JNuQSqWwt7dHWVmZ1c4pFovrVD1SJycnODk5GVw4q7S0VC9wdXV1NXquvLw8s6+rUqmQnZ2N7OxsAIC9vT2ioqIM9s3JycHDhw+1M165cBYREREREVHV+Un9MS/yFUwOm4afkvZib+IuKMoUGBE8yugxx1P/QkSTDnCXuNtwpERUFY02VKW6w93dHS+//HKldWxVKhXy8/MhFov1ZhfrcnZ2hkwms+Ywa4yDgwO8vb3h7e1tVn9nZ2d4enpCLpfrLZxVGVMzYJOSknDs2DFtW3fhrIolBowtzkVERERERERCbo4yTAybiudDxiMh5zo8JPpreABApiID7515G/Z29hjSahjGtBkPfxfWXSWqqxiqUp1Qfou6KSqVCk5OTrC3t2/Ut6/37t0bvXv3NrhwVvlHXl4eSktL9Y718PAwel7dsgK6C2dV5OTkJAhavby8EBYWVt0vjYiIiIiIqMGSiCWI8O5gdP/uxB0o05ShTFWGfYm78VPSPvQN6I9xbV9AiEeoDUdKROZgqEpUT5laOEuj0UChUOiFrc2aNTN6Pt1Q1ZTi4mKkpaUhLS0NAODp6Wk0VM3KyoJCoeDCWUREREREREYUlOTjl9s/CbapNSocST6EI8mH0MW3K8a1nYhOPl34moqojmCoWgsyMjKQkZGBoqIiyGQyeHp6wtfXt7aHRQ2ISCSCi4sLXFxcEBAQYNYxTk5OcHFxMbhwVmVMzYC9fPkyLl68COD/Fs6qWEqg/HOZTNaoZyATEREREVHjVawqRu9mfXDk/iGoNPpl3s5nnMP5jHMIcW+LcW0nIDqgH8R2jHSIahMfgTaUkJCAAQMGIDk5WW+fj48PunbtipEjR6JPnz61MDpq7IYOHQrg0cJZFcsIVJzpmp+fD41Go3esuWUFdBfOqkgkEkEmkwkCV19fXy4qR0REREREDZ63sw+WdnkHM9rPxu5bO/Dr7Z9RrCrS63czLwHLzr2Lr69+iTEh4zGk5TA42XPNC6LawFDVhsqDKUMyMzOxf/9+7N+/H+3bt8fKlSsRGsqaKWR7Dg4O8PHxgY+Pj94+lUoFuVyOnJwcQeDq7+9v9HzmlhXQaDTIy8tDXl4e7t69CwBo2bKl0VA1MzMTarUaHh4ekEgkZl2DiIiIiIioLvOT+mNe5CuYHDYNPyXtxd7EXchR5uj1S1M8wNrYNdgcvwHPBY/GyODnIXOsH4s1EzUUDFXroGvXrmHMmDFYuXIlhgwZUtvDIdISi8Xw9PSEp6fh1Sp1aTQaODo6wt7eHmVlZRZfz9QM2JMnTyIxMREA4OzsLCglUPHD2dmZNYeIiIiIiKhecXOUYWLYVDwfMh4H7v6OnTe3IaVQ/65XeUketsRvxMDmTzFUJbIxhqo24OnpiX79+qFHjx4IDQ2Fv78/XFxcoFAokJqaipiYGOzcuRPXr1/XHlNcXIzFixfD29sbXbt2rcXRE1WdSCTChAkTjC6cVf6hVCoNHm9uWYGioiIUFRVpF86qyMHBQS9o9fPzYx1jIiIiIiKq8yRiCZ4JGoGhrYfjeOpf2J7wHa7nxAv69AnoiwDXwFoaIVHjxVC1hq1evRqDBw+Go6Oj3r7yldvDwsIwYcIEbN++He+//z5KSkoAPKptuWjRIhw6dIi3N1O9VtnCWUVFRYJyAuWfe3t7GzxfeakAc5SWliIzMxOZmZnabREREXjyyScN9s/IyICDgwMXziIiIiIiojpDLBIjOqAf+jTri9isS9ie8B3OpJ8CAIwLmWD0uExFBrydfXj3HlENYKhaw5555hmz+44bNw5eXl545ZVXoFarAQDp6en4/vvvMX369JoaIlGtc3Z2hrOzs8narBUVFxdDKpUaXTirMqZmwB44cACZmZl6C2eVL55V/q+Dg4PF1yUiIiIiIqoOkUiEKJ+OiPLpiMS8Wzj14ATCvNob7FuqLsXcP2fC06kJxrWdgOhmfSG2YwxEZC18NNUxgwYNwrPPPot9+/Zpt/30008MVYkqcHZ2xsyZM1FWVga5XK43w7X88/I3J3S5u7sb3K7RaLRlBQwtnFWRq6urNmT19PSEu7s7/P39jZ67rpPL5Sgq0l9dtKqcnZ0hk7GmExERERFRTQl2b4Ng9zZG9/9x7wCyirOQVZyFZWffwTfSZng+ZDyGtBwKJ3snG46UqGFiqFoHTZs2TRCq3rhxA1lZWUZvhSZqrOzt7eHl5QUvLy+9fWq1Gvn5+YKgtfzD2EJbCoUCpaWlZl27oKAABQUFSElJ0W7r1asXHn/8cYP9MzMz4eLiUicXzpLL5di0aRNUKpXVzikWizFt2jQGq0REREREtUCtUWPHzW2CbQ8UqVgb+yE2x3+D54JHY0TQKLhLPGpngEQNAEPVOig0NBRNmjTBw4cPATyaMXfnzh2GqkQWsLOzg7u7O9zd3dGiRQuzjlEoFJBIJEYXzqqMqbICO3fuhFKphKOjo6CUQMUPV1fXWglci4qKrBqoAoBKpUJRURFDVSIiIiKiWpBVlIkydZnBffKSPGyO34AfEr7D0y2H4/mQcWjq0szGIySq/xiq1lH+/v7aUBUAsrOza3E0RI2Dj48P5s2bp7dwVsWSAoWFhUaPNxaqFhUVaYPakpISZGRkICMjQ6+fWCw2GLb6+fnB2dnZKl8jERERERE1fL5SP2wZ9AOOp/6F7Qnf4XpOvF4fpUqJfUm78VPSXvQN7I9xbScgxCO0FkZLVD8xVK2j7O2F35qyMsPvMBGR9ZlaOKukpEQvcC1vG6unWl6ntTIqlQrZ2dl6b6IMHjwY7dsbLj7/8OFDyGQyLpxFREREREQCYpEY0QH90KdZX8RmXcL2hO9wJv2UXj811DiS/AeOJP+BLr5dMa7tRHTy6VLnypYR1TUMVeuorKwsQdtYDUgisi1HR0f4+PjAx8fH7GMUCgXs7OyMLpxVGWMzYJVKJbZs2QLg0cJZujNcy2e9SiSSKl2XiIiIiIjqP5FIhCifjojy6YjEvFvYcXMbjtw/BJVGvwTY+YxzOJ9xDv/tvRadfbvUwmiJ6g+GqnVQWlqaYPEbAGjatGktjYaIqis4OBgLFixAfn6+dmZrTk6OYMarqdnoxkLVvLw87eflC2clJyfr9XN2djZYx9XHx4czXImIiIiIGpFg9zZY2uUdzGg/G7tv7cCvt39GsapI0KelW2t09OlUSyMkqj8YqtZBu3fvFrSbNm2KVq1a1c5giMgqKi6cpUuj0aCwsFBQSqD8o6ioyGg9VXPLChQVFaGoqAgPHjwQbB87diwCAgIs/lqIiIiIiKh+85P6Y17kK5gcNg0/Je3D3sSdyFHmAADGtX0BdiI7g8dpNBqWBSD6/xiq1jGJiYnYuHGjYNvAgQNraTREZAsikQiurq5wdXVFYGCg2ccVFBRU67rGasASEREREVHj4OYow8SwKRgTMg4H7v2OI/f/wIDmg4z2X3pqMZq6NMOYNuPh78I7aqlxY6haQ+Lj43HmzBmMHTvW7FW74+PjMXfuXMHq4k5OTpg1a1ZNDZOI6rFOnTrhscce05vdWv6Rn59v9Fh7e3u4uLjYcLRERERERFRXOYolGN56BIa3HmG0T3z2NZxOOwkA+ClpH/oG9Me4ti8gxCPURqMkqlsadagaExMDpVKpt/369euCtlKpxMmTJw2ew9fXF23atNHbLpfLsWLFCnzxxRcYNGgQBg4ciIiICHh5eQn6aTQaJCQkYNeuXdixYwdKSkoE+1977TX4+flZ+qURUSNhauGssrIyyOVyg4GrRCKx+W07WVlZuHDhgnZWbsUPZ2dn3kZERERERFSHbU/4Tvu5WqPCkeRDOJJ8CF18u2Jc24no5NOFf9NTo9KoQ9XFixfrLQhlSFZWFqZNm2Zw38iRI7Fy5Uqjx+bm5mLnzp3YuXMnAMDb2xuenp5wcXGBQqFAenq6YLGZiqZPn44pU6aY8ZUQEemzt7eHl5eX3ps5wKM3dGzt4cOHuHLlisF9dnZ22oDVxcXFYPDq7u4OOzvDtZ2IiIiIiKjm5CpzcCrthMF95zPO4XzGOYS4t8W4thMQHdAPYrtGHTdRI8GfchvLyspCVlaWyT6urq5499138cwzz9hoVETU2NTGO8imasCq1WrI5XLI5XKjfebOnQsnJyeD501LS9MGsi4uLgxfiYiIiIisyEPiiW8H7cDuWzvw6+2fUawq0utzMy8By869i6+vfokxIeMxpOUwONnr//1O1FAwVK0hbdu2xeuvv44zZ87g8uXLZq3SHRQUhFGjRuH555/nAjJE1OBUZ2Ete3t7SCQSg/uSk5Oxf/9+bVskEkEqlRqc7VpxNmxtlEAgIiIiIqqv/KT+mBf5CiaHTcNPSfuwN3EncpQ5ev3SFA+wNnYNNsdvwHPBozEiaBTcJR62HzBRDWvUoeqRI0dq7Nyenp6YNWuWdpGplJQU3L17F6mpqZDL5SguLoZEIoFMJoOvry8iIyPh6elZY+MhIqptAQEBKCsrQ0FBgfaj4sJ8pri6uhoNQHXPodFoUFhYiMLCQqSnpxs9p729PVxdXTFp0iQ4ODjo7S8rK4NIJIJYLDZrjEREREREjYGbowwTw6ZgTMg4/O/u79h5cxtSCpP1+slL8rA5fgN+SPgO/+m+Cl38utXCaIlqTqMOVW0pICAAAQEBtT0MIqJa06ZNG72F/dRqNQoLC/WC1ortgoICuLq6Gj1vVWfAlpWVobCwEPb2hp8Kb926hf3798PZ2VlvlisX2iIiIiKixs5RLMEzQSMwtPVwHE/9C9sTvsP1nHi9fmKRGGGe7WphhEQ1i6EqERHVGjs7O7i5ucHNzc1kP5VKZXSfvb093NzcUFhYCLVabdH1Tc2ALQ9ri4qKUFRUhMzMTKPnEYvFgrDVxcUF0dHRrO1KRERERA2eWCRGdEA/9GnWF7FZl7A94TucST+l3T+89Qi4Opr+e5+oPmKoSkREdZ6pW/B79eqFXr16QaPRQKFQGJzpWvGjuLhYe6y1ZsCqVCrBQluOjo7o16+fwb5JSUm4ePGi0VmvUqmUYSwRERER1TsikQhRPh0R5dMRSXmJ2H7ze/yd8idGtRlr9JidN7fB28kH0QH9ILZjREX1C39iiYioQRCJRHBxcYGLiwt8fX2N9iu/7b+goMDkLfvVWVjLxcXF6L6HDx/i7t27RvdXttBWixYtWGqAiIiIiOq0IPdgLO3yDgo6vAZXB8MTGXKVOdhw9SuUqEvw9dUvMSZkPAa3HApne2cbj5aoahiqEhFRo2Jvbw93d3e4u7ub7Ddw4EB0797d4GzX8lDW2EJb1ZkBa2qhLUdHR7z88ssGj8vIyEBycrJe/VcutEVEREREtcVYoAoA+xL3oERdAgBIUzzA2tg12By/ASODRmFk8Gi4SzxsNEqiqmGoSkREZICTkxOcnJzg7e1ttI9KpYJCodALXU0FttWZAWsqrL179y7+/vtvve26C21VDFzd3Nzg6uoKJycnzn4lIiIiIpspKivCj0m79bbLS/Kw5fpGbL/5PZ5uORzPh4xDU5dmtTBCosoxVCUiauScnZ0hFotNLgZlKbFYDGfnhn/bjlgsNmuhrYoiIiLg5+dncNZrZQttVWUGrDkLbUmlUsyZM8fgPoVCAaVSCVdXVzg4OJgcHxERERGRORzFjnit4xvYnvAdrufE6+1XqpTYl7QbPyXtRd/A/hgbMgFtPUNrYaRExjFUJSJq5GQyGaZNm4aioiKrndPZ2Rkymcxq52tIWrVqhVatWultL19oq2LYmp+fLwhevby8jJ63OjNgTQXgV65cwfHjxwEAEonE6KxXLrRFREREROYSi8SIDuiHPs36IjbrErYnfIcz6af0+qmhxpHkP3Ak+Q909u2KcSET0Nm3K++yojqBoSoREUEmkzEErWUVF9ry8/Oz+PgmTZoIQllLZh6bOwNWqVRCqVTi4cOHRvuXfx2urq7w8vLC4MGDzR5HYyeXy/nmBhERETUqIpEIUT4dEeXTEUl5idh+83scuX8IKo3+37IxGecQk3EOIe5t8UrUIoQ3iaiFERP9H4aqREREDUDPnj21n2s0GhQXF+uVGND9UCgUAAAXFxej57V0BqxGo9Gev7S01Gi/mJgYxMXF6c10bawLbcnlcmzatMnqZTimTZvGYJWIiIjqhSD3YCzt8g5mtJ+N3bd24NfbP6NYpf+G8828BDjbS2thhERCDFWJiIgaGJFIBGdnZzg7O8PHx8dov/KFtkxRKpVVHoepGbC5ubnIyclBTk6OyXNIpVK94NXDwwPt2rWr8rjqoqKiIqsGqsCj729RURFDVSIiIqpX/KT+mBf5CiaHTcNPSfuwN3EncpT/9zfj4349EOQeXIsjJHqEoSoREVEjVb7QlinPP/88SkpKDM50rfhRWFgIjUYjOLYqC2vpUigUesGvt7e30VD15s2bSElJMVjzlQttEREREdUfbo4yTAybgjEh43Dg3u/YkbANKYXJGNd2otFjYrMuwtfZD01dmtlwpNRYMVQlIiIikxwdHeHl5WVyoSy1Wo2ioiJB0Orp6Wm0f2FhYZXHY6pcwb179xAbG2twn7GFtsqDVzc3N5PnJiIiIiLbcxRLMLz1CDzdajguZJxHB+8og/1U6jJ8EPM+0grT0DewP8aGTEBbz1DbDpYaFYaqREREVG12dnYWLbTVr18/5OXlGa35aupW+KrOgK1soS1vb29MnjzZ4L7MzEwUFRVpZ71KJBKj1yEiIiIi6xOLxOjq97jR/X+lHkNqYSoA4EjyHziS/Ac6+3bFuJAJ6OzbFSKRyFZDpUaCoSoRERHZXNOmTdG0aVOD+3QX2tINXv39/Y2e19KFtSoyFdbGxsYiLi5O23ZwcDBYYqCxLrRFREREVJs0Gg22J3yvtz0m4xxiMs4hxL0txrWdgOiAfhDbMQoj6+BPEhEREdUp5i60ZUhISAi8vLwEgWxpaalZx5oKVXXLFZSWlpq90Fbz5s0xdOhQg/vLysoYvBIRERFVU6m6FJHeHXAv/y6KVUV6+2/mJWDZuXfx9dUvMSZkPAa3HApne+daGCk1JAxViYiIqMHo1q2b3jalUmmwxIDuTFhrLKylS6FQoKSkxOj+P//8E1evXoWzM/+oJyIiIqoqR7Ej5kW+gslh0/BT0j7sTdyJHKX+m99pigdYG7sGm+M3YGTQKIwMHg13iYftB0wNAkNVIiIiatAkEgkkEkmlC22p1Wqj+x0dHSGRSKBUKi2+fmVhrUqlqlbZAiIiIiJ6xM1RholhUzAmZBwO3PsdOxK2IaUwWa+fvCQPW65vxPab32NIy2EYG/IC/F0Ml6YiMoahKhERETV6dnZ2sLOzM7r/+eefB/Dotn9js14rbq+40FZNzIA119GjR+Hl5QWpVKpdSKz8c6lUCkdHRy7aQERERA2Oo1iC4a1H4OlWw3E89S9sT/gO13Pi9fopVUr8mLQHEd4dGKqSxRiqEhEREZnJwcEBHh4e8PDwMNpHd6Etd3d3o31rOlRNTU1Famqq0f329vbagLU8bPX398djjz1Wo+MiIiIisgWxSIzogH7o06wvYrMuYXvCdziTfkrQp6m0GaKb9a2dAVK9xlCViIiIyIosWWjrhRdeQEFBAVJSUvD333/baIT/p6ysDHl5ecjLy9NuUygURkPVv//+G6mpqXozXivOgpVKpVx8i4iIiOoUkUiEKJ+OiPLpiKS8ROy4uQ2H7x+ESqPCmJDxENsZjsdyirMhc5QZ3U+NG38qiIiIiGqJTCaDTCarUyGki4uL0X0ZGRlISUmp9BxOTk565Qb8/PwQFhZmzaESERERWSzIPRhLuvwT09vPws9J+zC45VCjfT+4sBx35LcxJmQ8BrccCmd7Li5K/4ehai1QKpW4cOECkpKSIJfL4eDgAH9/f3To0AHNmzev7eERERFRA9GhQweIRCIUFhZCoVBo/y0pKTF6jFQqNbpPoVCYdd3i4mIUFxfj4cOH2m0hISFGQ9UTJ04gPT3d5AxYiUTC+q9ERERkNX5Sf8x67CWj+2/nJeJ02kkAwNrYNdgcvwEjg0ZhZPBouEs8bDRKqssYqgJIT09HXFwcYmNjERcXhytXrqCwsFC7PyAgAEeOHKn2dbKzs/HZZ59h3759Rl+UhIeHY+7cuRg4cGC1r0dERESN22OPPQY/Pz+97eULblUMWgsLC1FYWIimTY0v0lDx7yNLmQpr09LScPfuXZPHi8VivcBVKpXCz88Pbdq0qfK4iIiIiAzZcfMHQVtekoct1zdi+83vMaTlMDwfMg7NXAJqaXRUFzTaUDUmJgabNm1CbGwsMjIyavx6Z86cwSuvvIKcnByT/a5evYp58+ZhxIgRWLZsGRwdHWt8bERERNS4mLPgliH9+/dHQUGBwTC2qKgIarXa6LGmygqYE9aqVCrk5+cjPz9fsL1t27ZGQ9XTp08jMzPT4OxXFxcXODs7w96+0f45TEREREaoNCqkFhoueaRUKfFj0h78nLQPfQP7Y2zIBLT1DLXxCKkuaLR/RV6+fBmHDh2yybXOnz+P2bNno7i4WLBdJpMhMDAQeXl5SEtLg0ql0u778ccfoVAosHbtWt7qRkRERHVC27Ztje7TaDQoLi7Whqy6M2F9fX2NHltTM2CTk5Nx7949k8dLJBK9+q9SqRS+vr5o1apVlcdFRERE9ZdYJMYnfdYhNusStid8hzPpp/T6qKHGkeQ/cCT5D3T27YpxIRPQ2bcrM5xGpNGGqqZIpVKza4ZVJi8vDwsXLhQEqgEBAVi6dCkGDBigfbClpaVh3bp12LFjh7bfwYMHsXnzZkybNs0qYyEiIiKqKSKRCM7OznB2doa3t7dFx/bp08doGKtUKk0eW90ZsEqlEkqlEtnZ2YLtoaGhRkPVs2fP4uHDhwbDWBcXFzg5OfEFFRERUT0nEokQ5dMRUT4dkZSXiB03t+Hw/YNQaVR6fWMyziEm4xzauIdgXNsJ6BvQH2I7Rm4NXaP/Dru4uCA8PBwRERGIjIxEREQEkpOTMXnyZKucf8OGDYLyAoGBgdi2bZtefTN/f3/8+9//RrNmzfDRRx9pt3/++ed47rnn4O7ubpXxEBEREdU14eHhRveVlZUJygzolh4wFeBW501yUzNg7969i/v37xvdb2dnZ7D+q4uLC7y9vbkwKRERUT0T5B6MJV3+ientZ2H3rR349fbPKFYV6fW7lXcT/zn3L2Qo0jE+dFItjJRsqdGGqv3790fv3r0RFBQEOzs7wb7k5GSrXCM7OxvffvutYNt//vMfgwtGlHvxxRdx/PhxnDt3DgCQn5+PjRs3YuHChVYZExEREVF9Ym9vD5lMBplMZvGxPXr0MBrGmqr/CpieAVtZWKtWq1FQUICCggK9faGhoUZD1ZiYGOTk5BicASuVSuHg4GDyukRERFSz/KT+mBf5CiaHTcNPSfuwN3EncpTCtXMc7RwxuOXQWhoh2VKjDVVbtGhR49f47bffBH90d+3aFT169DB5jEgkwrx58zB16lTttj179uDVV1/lbWREREQNlLOzM8RisaC+enWJxWI4Oztb7Xz1UVRUlMHt5fVfDS24Vf65l5eX0fNWpwasqbA2MTHR5Jv7EolEG7BWXHBLKpWiSZMmaNq0aZXHRYBcLkdRkf6so6pydnau0psBRERU97k5yjAxbArGhIzDgXu/Y0fCNqQUPnoOH9JqGDydDP8dodFomO00II02VLWFw4cPC9qjR48267ju3bsjMDBQ+0d1ZmYmLl26hI4dO1p9jERERFT7ZDIZpk2bxkDHRirWf23SpIlFx2o0GnTt2tXgDFjdRUkNMVVWoLIZsOX1X3NycvT2hYWFGQ1VL168CLlcLghjyz93dnbmizs8ClQ3bdpk9Tc2pk2bxschEVED5iiWYHjrEXi61XAcT/0LO29uw/Ntxhnt/83V9XigSMG4kIlo6xlqw5FSTWCoWkMKCwtx/vx5wbZevXqZdaxIJELPnj2xc+dO7bY///yToSoREVEDVtVb3Mm2RCIRunbtanBfWVkZioqKjM5+VSgUtTIDNiEhASkpKQb3iUQio/VfXVxc4OXlBR8fnyqPq74oKiqyaqAKACqVCkVFRXxcExE1AmKRGNEB/RAd0M9on4LSAvyUtAeFZYU4mnwYnX27YlzIBHT27co3OOsphqo15NatWygtLdW2AwMDLfqDtFOnToJQNT4+3qrjIyIiIiLrsre3h5ubG9zc3Cw+VqPRoGPHjgbrv5oT9lV1BqxGo9GGv4a0a9cOQ4YMMbgvLi4OBQUFBgNZ1n8lIiIS+vX2Tygs+7/n25iMc4jJOIc27iEY13YC+gb0h9iudmM6c0rhqNVqqFQqFBcXQywWm+wrlUob9MLrDFVrSGJioqDdpk0bi44PDg42eT4iIiIiajjK71TSpdFooFQqTdZ/VSgUJl+wVGcGrKmwNj4+3ugMWAcHB0GpAd3Q1dPT0+SsXSJqnFjbmBoqjUaD/Xd+MbjvVt5N/Ofcv/DN1fUYEzIeg1sOhbO97evi10QpHHt7e7z88ssNNlhlqFpDbt++LWj7+/tbdLxuTazU1FQolUpIJJJqj42IiIiI6geRSAQnJyc4OTlVKYTUaDSIiIjQC2PNDS1MlRUwFdaWlpYiNzcXubm5Bve3b98egwcPNrjvypUrUCgUBuu/2tnZmTVuIqp/WNuYGjKRSITP+36Fn5L2YW/iTuQo9eujpykeYG3sGmyO34CRQaMwMng03CUeNhtjTZTCKSsrq/TN3/qMoWoNefjwoaBtaajq7e0Ne3t7lJWVAXg0vTo3Nxd+fn5WGyMRERERNWwikQjR0dF628vrfVYMWg3NgjUVRNTUDNgrV64gNTVVb3v5AmOGyg2U/+vh4cHwhKieYm1jaujcHGWYGDYFY0LG4cC937Hz5g9ILriv109ekoct1zdi+83vMaTlMDwfMg7NXAJqYcRUGYaqNUS3dpWzs2VTt0UiESQSiTZUBar3hysRERERUTmxWAxXV1e4urpW6Xi1Wo127drplSWo+LerKVWZAavRaLThrzHh4eF46qmnDO6Lj49HcXGx3mJcrP9KRES25CiWYHjrEXi61XCcSP0bPyR8h+s51/T6KVVK/Ji0Bz8n7cNLkfMxus3YWhgtmcJQtYbo/rFXldv2nZycBH9UmvoDkoiIiIjIVuzs7DBw4EDBNo1Gg9LSUpO1X8v/NRbmli+cVVWmZsBeunQJDx480Ntub28PJyenKl+TiIioKsQiMfoE9MUTzaIRm3UJ2xO+w5n0U3r91FCjvddjtTBCqgxD1RqiVCoF7aq8A+7o6ChoFxcXV2tMREREREQ1RSQSwdHREY6OjvD09KzSOdRqNdq2basXwpqrKjNgy8rKUFBQYPFYzXHs2DFIpVKIRCLY2dkJPkQiEQIDA9G2bVuDxyYkJKCwsFDvGEPn0W1LpVJ4eHgYPG9xcTE0Go3B40QiUY38PxARkXEikQhRPh0R5dMRSXmJ2HFzGw7fPwiV5lE5jA7eHdHeK7yWR0mGMFStIbozU0tLSy0+R0lJiclzEhERERE1JGKxWG8BK7Vara3/amoGbGFhodFQtbozYKsqOTnZ5H6RSGQ0VL1w4YLB2rLmCA0NxdChQw3uO3DgABITEw3uqyy4DQwMNLrAWExMDO7cuWMwrNU9n+4+V1dXREVFGTxvWloaHj58aHagLBaLBZ8bC/hVKhU0Gg0DZSKqU4Lcg7Gkyz8xvf0s7L61A7/e/hnj2k4w2v946l/IKErHkJbD4GxvWdlJqj6GqjVE99Yj3Zmr5tCdmWrqdiYiIiIioobIzs5OW/+0MhqNxuB2lUqFoKAgQRCrO4GhNtjZ2Rndp1ara+S8xv6PKl7T2GJBpoLprKws3L1718wRCvn6+hoNVW/evIlz585V6byurq6YPXu2wX2XLl3CsWPHtG1zZwLb2dlBLBZjwgTDIcf9+/dx8eJFswNl3W0dO3aEvb3+y/TCwkKkpKSYDJRNXcvFxcXkzwUR1b7y388ajQY+Tr6YE/4yJoRMgYu9C8rKyqDRaGBvb699E0ij0WDDtfW4I7+NLfEbMazFsxje4lm4SzwE5zL0r+41LamxnuB+DTc8riE0tz3a5rWv3hddzzFUrSG6AWhRUZFFx2s0Gr0g1pw/JImIiIiIGitjsw3t7e0xfPhwwbaK9V9TUlLw999/22KIArURqtbF85qaJWqr8VYWKFdkKPQsJ5fLcevWLTNHqK9Dhw4Gt2dkZODXX3+t8nmnT59usCREeno6fvjhB4sC4IrtgQMHokmTJnrnLSoqwrFjx8wOqkUiUY3NJr937x7y8vIAAP7+/pDJZAb7Xbt2zawgytC+wMBA+Pj4GDxvbGys9k2cys6j+2/z5s3RokULg+eNiYkRlC7RaDRmjzsgIADt2xsOw86dO4eHDx+aNT7df5s2bYpu3boZPO/Zs2dx//7/rXRvyXl9fHz06nhXHO+NGzfM/torfu7u7o7Ro0cbPO+FCxcEb+hY8rMhkUgwa9Ysg+eNi4vDkSNHjIaclXn11Ve1vzPPpJ/CHfltAIC8JA/bbm3F9oTv0aKgFYLkIXApMz8oNfYGlK4E92u44floUa3yfxtzsMpQtYboPrGkpaVZdHxWVpZg9VQ7O7sq16YiIiIiIiIhBwcHeHh4wMPDA2KxuEauERkZCalUCrVaDbVaDY1Go/1crVbD39/f6LF+fn6QSCSC/rrHG9tuKvSri6FqVWfWVsZUWFud89bU/4Opc9fUeVUqlUWBsi5jZe5KSkpw7Zr+aua1oeIbJkOGDDEaqh44cKDKPxd9+/Y1GqqePn26WoGxsVD16tWryMrKqvJ5jYWqd+7cEYSf1pKZmVnl2eymHsv5+fnIyMiw+nlLSkqq/H2rrJxIdR/P5bYnfK9/bjsV7sgSccctEc0UgQjOC4VHiXWypIqBarnGHqwyVK0hrVu3FrQNrTRqim7/Zs2asaYqEREREVE9EhERAT8/vyod++STT1p5NI8MGzZMG6SZCmsNbTNVjqx9+/bw9/e36Hzl24wtqgUAbm5u8PPz0zveWMBccV99m1kL2D5UrU64bOq81gqNGrvqfn+qct76Vl+4vo23uip+76a2m4ntCd/hTPop/Y4iINUlGakuyfAu8kWbvFB4F/tChKr9fxkKVMs15mCVoWoNCQoKErQtvQVEt3i87vmIiIiIiIgs5eTkVCPnbd26td7EEmvo3LkzOnfubPFxFW/zNSQqKgqhoaFmBcAajUa7sJVarTYZ4vj7+6Nnz55mzSg2tM3YuR0cHODl5WX2+XTZOqytq6FqZWFiVUPMmgo/TalvYWJ1xlvfwmVb/TxE+XRElE9HJOUl4psLX+J09kloRPrXznLOQJZzBmRKD7SRt0XTwkDYQfjYNTVmU4FqucYarDJUrSFt2rSBg4OD9naIlJQUZGRkwNfX16zjL1y4IGi3a9fO6mMkIiIiIiJqiEQikclQxMnJqUYCZj8/vyrPTjalVatWmDp1qll9ywPliiGro6Ojwb5+fn6YOHGiyUDZ1IxgY+t+ODk5oUuXLmbNKC7/KC4utrhsnjnc3Nzg4OAAACbv/vT19dULtss/N/Zv+edubm5Gz9u8eXPtItQVfy7NuY63t7fR8wYFBWlLDlQ2Tt1rNW3a1Oh527Ztq80tKjuP7r+mShaGhYUZPW/558auZ2qWfLt27bSPOXO//vJ/y38uDAkNDTV63squZWqWfEhICPz9/av0cwYYfiMjyD0Y7/VejuS8+/jp7l4cSN6PYlWxXj+5JBcXfM7Cr8U9TA+bhehm/bXndXBwgEKh0DvGnEC1XGMMVhmq1hBXV1d06dIFp0793zTskydPYsSIEZUeq9FocPLkScG2fv36WXuIRERERERE1MCUh1Omgp1yjo6OZk/8sYSLiwv69Olj0THp6en4/nv9GpHV9cwzz5gVdL/wwgtWvzYAPP300zVy3l69etXIeSMjI2vkvEFBQTVyB66/v7/J+tRVVV5z29qcnZ3h7Oxs9fM6ODigtXcQXvV+HTMiZuOnpH3Ym7gTOcocvb7pRWkoE6kqLTFpSaBarrEFq5X/lqUq69+/v6C9e/dus447ffo0kpOTtW1vb2+jq0ASEREREREREREBgJujDBPDpmD74L14reM/EOASKNjv7eSNgc0HmTxHVQLVcjc8ryHBvW4sVFfTGKrWoKFDhwqmqZ87d04wc9UQjUaDzz//XLDtueeeM+tdRiIiIiIiIiIiIkexBMNbj8CWQT/gX4+/jzDPR2UlR7UZC0ex4ZIgBfb5iPO6UOVAtVxjCVaZ1NWgJk2aYMKECYJtb7/9NtLT040es379epw7d07bdnNzw4wZM2psjERERERERERE1DCJRWJEB/TDur7f4KMnPsew1s8a7Xve9xTuypKsct3GEKw26pqqMTExUCqVetuvX78uaCuVSr0ap+V8fX3Rpk0bo9eYOXMmfvzxR2RmZgIAkpOTMX78eLz11lvo3///igKnpaVh3bp12LFjh+D4OXPm1EgdDyIiIiIiesTZ2RlisRgqlcpq5xSLxTVSN4+IiKgqRCIRonw6Gt2/JWkD8h3lVr3mDc9r2J74HRY2XWzV89YVjTpUXbx4MVJSUirtl5WVhWnTphncN3LkSKxcudLosR4eHvjoo48wY8YMbYCbkpKCuXPnQiaTITAwEHK5HA8ePND7I27AgAGcpUpEREREVMNkMhmmTZuGoqIiq53T2dkZMpnMaucjIiKqKVvjN+H3B7/WyLm/T9wKNzc3zOwwp0bOX5sadahqK127dsX69evx6quvIjc3V7tdLpfj2jXDU6GHDRuGFStWaGeyEhERERFRzZHJZAxBiYio0dkavwmb4r+u0Wt8eenR2kENLVhlTVUb6dGjB3777TeMHz/e5G1A7du3x6effooPP/wQjo6GCwcTERERERERERFVhy0C1XJfXvoc38R+aZNr2Uqjnql65MgRm17P29sb//rXv/Dmm2/i4sWLSExMhFwuh4ODA/z8/NChQwe0bNnSpmMiIiIiIiIiqm2sbUxkW7YMVMs1tBmrIo1Go6ntQZB1KBQKxMfHo127dpBKpbU9HKtTqVTIycmBvb09xGJxbQ+HiIiIiIiIrEgul7O2MZGN9N/bCxrYPhIUQYRzU+Jsfl1LmJuvNeqZqkRERERERERUN7C2MZHtTG030+YzVQHgxai5Nr9mTWFNVSIiIiIiIiIiokZkcrtpmNZulk2vOSdqXoO59R9gqEpERERERERERNTo2DJYbWiBKsDb/6keUqvVtT0EIiIiIiIiIqJ6b0LbydBo1Nh8fUONXaMhBqoAQ1WqR0QiEezt7VFWVsZglYiIiIiIiIjICsYFT4RKrca3CZusfu6GGqgCDFWpHrGzs4NMJoNGY/vV6YiIiIiIiIiIGqqXu70CZydnfBW3zmrnbMiBKsBQleoZOzuWASYiIiIiIiIisrbZHV+CnZ0IX176vNrnauiBKsCFqoiIiIiIiIiIiAjAzA5zMCdqXrXO0RgCVYChKhEREREREREREf1/1QlWG0ugCjBUJSIiIiIiIiIiogqqEqw2pkAVYKhKREREREREREREOiwJVhtboAowVCUiIiIiIiIiIiIDzAlWG2OgCjBUJSIiIiIiIiIiIiNMBauNNVAFGKoSERERERERERGRCYaC1cYcqAKAfW0PgIiIiIiIiIiIiOq28gB1/aV1eDFqbqMOVAGGqkRERERERERERGSGmR3mNPowtRxv/yciIiIiIiIiIiKyAENVIiIiIiIiIiIiIgswVCUiIiIiIiIiIiKyAENVIiIiIiIiIiIiIgswVCUiIiIiIiIiIiKyAENVIiIiIiIiIiIiIgswVCUiIiIiIiIiIiKyAENVIiIiIiIiIiIiIgvY1/YAyHrUajUAoKioqJZHQkREREREREREVP+U52rlOZsxDFUbEKVSCQC4c+dO7Q6EiIiIiIiIiIioHlMqlXB1dTW6X6TRaDQ2HA/VoLKyMuTl5UEikcDOjpUdiIiIiIiIiIiILKFWq6FUKuHu7g57e+PzURmqEhEREREREREREVmA0xmJiIiIiIiIiIiILMBQlYiIiIiIiIiIiMgCXKiKiIisSqlU4sKFC0hKSoJcLoeDgwP8/f3RoUMHNG/evLaHR0REjZBGo0FycjISEhKQlpaG/Px8ODo6QiaToVWrVoiIiIBEIrHqNQsKCnDhwgXcuXMHBQUFcHJyQrNmzdCxY0f4+flZ9VpEdV1tPAaJSKikpARJSUlISUlBeno6CgsLUVZWBldXV3h4eCA0NBTBwcEQi8VWuV5ZWRliY2Nx8+ZN5Obmws7ODr6+vggPD0dISIhVrlHbGKoSETVw6enpiIuLQ2xsLOLi4nDlyhUUFhZq9wcEBODIkSPVvk52djY+++wz7Nu3DwqFwmCf8PBwzJ07FwMHDqz29YiIiEzJy8vDH3/8gb///hunT59GTk6O0b4ODg6Ijo7GlClT0K1bt2pd9/79+1i7di1+//13lJaW6u0XiUTo2rUrFixYgK5du1brWkR1ma0eg8nJyRgwYEC1xnrjxo1qHU9UV/3vf//DyZMncfHiRSQlJaGsrMxkfzc3NwwdOhSTJ09GcHBwla5ZWFiIr776Ctu3b0dubq7BPq1bt8asWbPw3HPPQSQSVek6dQEXqqI649NPP8Vnn31W5eNHjhyJlStXWnFERPVXTEwMNm3ahNjYWGRkZJjsa41Q9cyZM3jllVdM/rFc0YgRI7Bs2TI4OjpW67pE9UVNvrkRGhparbEdPnwYgYGB1ToHUV3z3nvvYdeuXQZDzcqMGDEC//znP+Hq6mrxsfv378fSpUtRVFRUaV+RSISZM2di0aJF9foFJZEhtnwMMlQlMq5Pnz5IT0+3+DgHBwe8+OKLePnlly16jrpx4wbmzp2L5ORks/r37t0bH3/8Mdzc3CweY13AmapERA3Q5cuXcejQIZtc6/z585g9ezaKi4sF22UyGQIDA5GXl4e0tDSoVCrtvh9//BEKhQJr167lC0lqsCx5c4OIrCs2NtZgmCMWi+Hj44MmTZqgrKwMqampyM/PF/T58ccfkZSUhM2bN8PFxcXsa/7+++9YtGgR1Gq1YLuXlxeaNm2Khw8fIj09HeVzWjQaDb7++muUlJRg6dKlVfgqiequ2ngMEpF5JBIJmjZtCjc3N6jVauTm5iI1NRUV51yWlpbis88+w4MHD7B8+XKzzpuUlIQpU6boTbSRSqVo3rw5lEolUlJSBL8bjh8/jlmzZmHLli31sgQIQ1UiokZGKpUavT3fUnl5eVi4cKEgUA0ICMDSpUsxYMAAbWCalpaGdevWYceOHdp+Bw8exObNmzFt2jSrjIWorrHlmxtEZJxMJsOwYcPQt29fdO7cWTD7TaVS4fz581i7di3Onz+v3R4XF4clS5Zg7dq1Zl3j3r17WLp0qSBQDQsLw5IlS9C9e3fttqSkJHz00Uc4ePCgdtuWLVvQpUsXDBo0qDpfJlGdZYvHYEW9e/fGjBkzrDJ2oobA19cXffv2RZcuXdCxY0cEBgbCzk64bn1eXh4OHDiAzz//HGlpadrte/bsQefOnTFq1CiT1ygrK9O7c9HDwwNLlizB0KFD4eDgAADIzc3Fpk2b8NVXX2mfMy9evIjVq1fj7bffttaXbDMMVanOeuONNxAWFmZ2f19f3xocDVH95OLigvDwcERERCAyMhIRERFITk7G5MmTrXL+DRs2CGbgBQYGYtu2bXoLcPj7++Pf//43mjVrho8++ki7/fPPP8dzzz0Hd3d3q4yHqL6w5psbFYWGhuLNN9+06BgfHx+rj4OoLggICMBLL72E4cOHw8nJyWAfsViMxx9/HFu3bsV7770nePPvwIEDOH36tCAUNeaTTz4RPKYjIiKwefNmvduXg4KCsHbtWrz77ruCa61evRr9+/eHvT1fnlHDYcvHYEU+Pj7o2bNntcZO1FB89dVXCA0NrfTuQHd3d4wZMwZPPfUUpk2bhqtXr2r3ffTRRxg5cqReEFvRnj17kJCQIDjf999/jzZt2gj6eXh4YOHChWjTpg1ef/117fYffvgBEydORKtWrSz8CmsXn7WpzgoPD8fjjz9e28Mgqpf69++P3r17IygoSO/Jz9z6NpXJzs7Gt99+K9j2n//8x+SKxi+++CKOHz+Oc+fOAQDy8/OxceNGLFy40CpjIqqLavrNjYrc3d35QpIIwIIFC9CzZ0+za3eLxWK8++67uHr1Kq5cuaLdvmvXrkoDnZs3b2L//v3atoODA1atWmW0HqRIJMJbb72FM2fO4M6dOwAezXTdu3cvxowZY9Z4ieo6Wz4Gicg4SyaqAY/+lly9ejWGDh2qLQeQmZmJCxcuoEuXLgaPKSkpwRdffCHY9o9//EMvUK1o+PDh+Ouvv/Dzzz8DeDTT9dNPP8WHH35o0Xhrm/GYmYiI6q0WLVqgTZs2Jt9NrK7ffvtNMCuna9eu6NGjh8ljRCIR5s2bJ9i2Z88ecM1Eaoj69++P3377DefPn8e3336Lf/zjHxg8eDACAgJqe2hEDV7fvn0tXgxRLBZj5syZgm3Hjx+v9Lg9e/YIbvsfOnRopSsmSyQSzJo1S7Bt165dFoyWqG6z5WOQiKwrODgY4eHhgm2JiYlG+x8/fhwPHjzQtgMCAiotFwAA8+fPF8ygPXDggF6N5bqOoSoREVXJ4cOHBe3Ro0ebdVz37t0FK41nZmbi0qVL1hwaUZ1gizc3iMi6dGfh5ObmoqioyOQxR44cEbTNfT58+umnIZVKte3Lly9XaYVmooakKo9BIrK+Fi1aCNq6i09VpPu68LnnnjNrMeIWLVqga9eu2nZpaSmOHTtm4UhrF//KJyIiixUWFgoWEwCAXr16mXWsSCTSuz35zz//tNbQiIiIqsxQjW9Ts2aSkpJw9+5dbVsqlaJjx45mXUu3r0ajqXcvJomszdLHIBHVDKVSKWi7ubkZ7av73NW7d2+zr6P7GvLo0aNmH1sXMFQlIiKL3bp1C6Wlpdp2YGCgRYvddOrUSdCOj4+32tiIiIiqytBMUQ8PD6P9r1+/LmhHRERYtNgUnw+JhCx9DBKR9Wk0Gly+fFmw7bHHHjPYNysrC5mZmdq2o6Mj2rdvb/a1dJ8HdZ9X6zouVEVERBbTraljqgi5Ibq15kzV6CEiIrIV3bswAgICTNaF5PMhkXVZ+hg05cGDB8jMzERJSQnc3d3RpEkTeHl5WWOYRA3a7t27kZGRoW0HBQUhMjLSYF/d562WLVta9JjVfd68e/cuysrKLHqDsjbVj1FSo1VSUoL79+8jJycHDg4O8PDwgK+vL5ydnWt7aESN2u3btwVtf39/i45v2rSpoJ2amgqlUgmJRFLtsRERkJGRgYyMDBQVFUEmk8HT0xO+vr61PSyiOm/Pnj2Cdp8+fUz2t/bzoe75iBobSx+Dhhw/fhy9e/cWzJ4rFxAQgMcffxxjxowxu1QHUWOyb98+vPfee9q2nZ0d3nnnHaM1Uqv7POjl5QWJRKItN1BaWork5GS0atXKsoHXEoaqVGf9+9//xv379/Vqedjb2yM8PBx9+vTBCy+8wHcbiWrBw4cPBW1Lnzy9vb1hb2+PsrIyAIBarUZubi78/PysNkaixighIQEDBgxAcnKy3j4fHx907doVI0eOrNKLVKKG7tixYzh37pxg23PPPWfymOo+H+o+75laCISooavKY9AQQ2FquZSUFOzduxd79+5F9+7dsWLFCjRr1sziaxDVV7dv38aDBw+07dLSUsjlcty8eROHDx/GrVu3tPscHBywbNky9OjRw+j5qvs8CAC+vr64f/++4JwMVYmqqeKDuaKysjLExsYiNjYWX3/9NaZPn46XX34ZYrHYxiMkarwUCoWgbenscZFIBIlEog1VgUeLXxFR9eTm5iI3N9fgvszMTOzfvx/79+9H+/btsXLlSoSGhtp2gER1VG5uLt555x3BtoEDBxq93bGc7vOhVCq16Lq6z5+lpaUoKSmp8u3ORPVVVR+D1XH69GmMHDkSn332mWAFcqKGbNu2bdi6davJPiKRCE888QQWLVqEsLAwk32r+7rQ0DG656zLuFAV1WvFxcVYt24dpk6dykCGyIZ0n+iqctu+k5OTyXMSUc25du0axowZg99//722h0JU69RqNRYvXoy0tDTtNjc3N7z99tuVHqv73GVpGKr7XAjwTUZqfKrzGKzI398f48ePxyeffIL9+/fj/PnzuHr1Kk6fPo3du3dj8eLFaN68ueCY3NxczJ07l/WMiSoYPHgw5syZU2mgCvB1IWeqUp0iEokQFRWFvn37IjIyEsHBwXB3d4ednR1ycnJw7do1HD16FD/++KOgLMDZs2fx2muvYd26dZyxSmQDumU5HBwcLD6H7gvP4uLiao2JqDHz9PREv3790KNHD4SGhsLf3x8uLi5QKBRITU1FTEwMdu7cKVhRtbi4GIsXL4a3tzdn6FCj9sEHH+Cvv/4SbPv3v/+tV+/UkOo+HxoKYXXPSdTQVecxCDwKYL/44gv07dsXdnb688Y8PT3h6emJiIgITJs2DevWrcO6deugVqsBAHK5HIsXL8aePXuM1o0kakx+//13/P777+jSpQuWL1+Oli1bGu3b2F8XMlSlOqNXr14YNmwYWrdubXC/n58f/Pz80K9fP8ydOxcLFy7EhQsXtPv//PNPbNu2DZMmTbLVkIkaLd13IEtLSy0+R0lJiclzEpF5Vq9ejcGDBxsMZ2QyGWQyGcLCwjBhwgRs374d77//vvbxV1paikWLFuHQoUN8DFKjtHXrVmzatEmwbebMmXj66afNOr66z4e6z4WA5bNdieqz6j4GAcDd3R39+/c3q69YLMb8+fMhk8mwfPly7farV6/i4MGDeOqpp8y+LlF99NZbb+Gtt97StouLi5Gbm4vr16/j0KFD+PXXX7Wh5vnz5zF69Ghs3LgRERERBs/X2F8X8vZ/qjM6depkNFDV5e/vj82bN+ut2PjFF1+gqKioJoZHRBXo1oyryqwa3XcgLa1DR0SPPPPMM2aHMOPGjcOHH34omMmTnp6O77//vqaGR1Rn/fLLL4JQBXi0KM7rr79u9jl0n7sMhaSmGJqN4+LiYtE5iOorazwGq2rKlCno1q2bYNtPP/1U49clqmucnJzg7++Pvn374v3338fPP/+Mdu3aaffL5XLMmzcPcrnc4PGN/XUhQ1WqtyQSCVatWgV7+/+bcP3w4UOcOHGiFkdF1DjoPtFZ+maGRqPRe8Lli0gi2xg0aBCeffZZwTa+kKTG5ujRo3jzzTeh0Wi02wYNGoT//Oc/Ft3+q/t8aGkdON3nT3t7+3o1Q4eoqqz1GKyOadOmCdqnT58WLKJK1Bi1bNkSGzduFJTfSE9Px4YNGwz2r+7rQkPHMFQlspGWLVvq3epx/PjxWhoNUePRpEkTQbviwgLmyMrKEvzRamdnB09PT6uMjYgqp/tC8saNG8jKyqql0RDZ1unTp/HKK68Inod69eqFDz/80OLa/NV9PkxPTxe0+VxIjYE1H4PV0b17d0GAW1hYiMzMTJtdn6iu8vLywvz58wXb9u7da7BvdZ8HASAjI8PkOesyhqpU73Xv3l3Qvn37di2NhKjx0C3V8eDBA4uO1+3frFkzzswhsqHQ0FDBH6wajQZ37typvQER2UhsbCxeeuklwd0SHTt2xGeffValWqbVfT5MTU0VtIOCgiweA1F9Yu3HYHVIpVK4u7sLtmVnZ9t0DER11ZNPPil40yEjIwMpKSl6/ar7PPjw4UPB7wMHBwc0b97cwtHWHoaqVO/prgrJJ0Kimqf7ou/WrVsWHZ+YmGjyfERU8/z9/QVtPn9SQ3f9+nXMmjVLcIt++/bt8fXXX1f5VsPqPh8mJSWZPB9RQ1ITj8HqqlhKDgBv/yf6/2Qymd6bDobuatJ93rp3755F9cV1Xxe2aNFC73FZlzFUpXqPT4REttemTRs4ODho2ykpKXq3bZhy4cIFQbtiMXQisg0+f1JjkpSUhOnTpyMvL0+7LTg4GBs2bICbm1uVzxsWFiZoX7lyxaLHEp8PqbGoqcdgdZSVlSE3N1ewzcvLq1bGQlQfGAo7fXx84OPjo22XlJTg6tWrZp+zvj8PMlSlek/33RI+ERLVPFdXV3Tp0kWw7eTJk2Ydq9Fo9Pr269fPamMjIvPoPn+yliM1VCkpKZg2bRoePnyo3RYYGIhNmzZV++/G4OBgtGjRQttWKBS4ePGiWcfq9hWJROjbt2+1xkNUF9XkY7A6Ll26JHgTxN7eHt7e3rU2HqK6pKCgQPAmCACjj4/o6GhB25LFw3X71rfXhQxVqd6LiYkRtHVvZySimqG7SNzu3bvNOu706dNITk7Wtr29vdGhQwerjo2ITEtLS9Ori6VbToeoIcjIyMDUqVMFC2f4+flh8+bN8PPzs8o1qvp8uH//fsFt0I899pjVxkRUV9jiMVhVe/bsEbSjoqLg7OxcS6MhqluOHTsGjUajbXt5eQlmpFak+zy4d+9ewbHG3Lt3D+fOndO2HRwc9ALauo6hKtVrcrkcBw8eFGzr0aNHLY2GqHEZOnSooP7VuXPncOrUKZPHaDQafP7554Jtzz33HOzs+HREZEu6oU/Tpk3RqlWr2hkMUQ3Jzc3F9OnTce/ePe02Ly8vbNq0yaqLYIwaNUqwmMdvv/2mVyNOl1KpxNdffy3YNnr0aKuNiagusNVjsCrOnDmDn376SbBt4MCBtTQaorqluLgYa9euFWzr27ev0ddsTzzxhGByW0pKit6bFoZ8+umngvB10KBBtVYOpKr4KpbqtVWrVkEul2vbDg4O6NOnTy2OiKjxaNKkCSZMmCDY9vbbbyM9Pd3oMevXrxe8G+nm5oYZM2bU2BiJSF9iYiI2btwo2MYXktTQFBQUYObMmbh586Z2m0wmw8aNGxEcHGzVa7Vt2xZDhgzRtktLS/HGG2+goKDAYH+NRoP3338fd+7c0W5r3rw5Ro0aZdVxEdUmWz0GT5w4gT179lhUy/jUqVOYP38+VCqVdpuPjw/GjRtntXER1QUffPAB4uLiLDomNzcXL730kuA5SiwWY+rUqUaPcXR0xJw5c/SubWrxxl9++QU///yz4Brz58+3aKx1Qf1ZUosatK+++go9e/bEY489Zlb/srIy/Pe//9WbaTNu3Dj4+vrWxBCJ6p2YmBgolUq97devXxe0lUql0Xqovr6+aNOmjdFrzJw5Ez/++CMyMzMBAMnJyRg/fjzeeust9O/fXztzJy0tDevWrcOOHTsEx8+ZMwceHh6WfFlE9P/Fx8fjzJkzGDt2rNm3K8bHx2Pu3LkoLCzUbnNycsKsWbNqaphEteKll17C5cuXBdumTp2KnJwcs2uAlwsPD9dbAVnXq6++iqNHj6KoqAgAcPnyZUyYMAFLly7F448/ru13+/ZtrFmzRu9Oq0WLFgkWgCSq72z1GExPT8fSpUvxySefYPDgwejfvz/Cw8P1ZrupVCpcuXIF27Ztw88//wy1Wq3dZ2dnh3fffZe3/lODc+LECWzYsAGRkZF4+umn0b17d70Fh4FHb/YlJSXhf//7H7799lvk5OQI9k+ZMgWhoaEmrzV69Gh8//332jdS8vLyMGHCBCxZsgTDhg3TLnKVm5uLzZs3Y/369YLjx44di9atW1f3S7Y5kcacQgdENWzSpEk4e/YsOnbsiCFDhqBHjx4ICgrSW10uPz8fx44dwzfffIP4+HjBvhYtWmDnzp1caIPo/+vfv79ezURLjRw5EitXrjTZ59y5c5gxY4ZegCuTyRAYGAi5XI4HDx4IZgMAwIABA/D5558LbpkkamhMvbmxatUqbdvb2xurV682eA5jb26cOXMGkydPhoeHBwYNGoSBAwciIiJCb9EPjUaDhIQE7Nq1Czt27EBJSYlg/9KlSzFlypSqfHlEdVZlL/4ssXXrVkEwasxvv/2GRYsW6dWR8/LyQtOmTZGdnY20tDS9/ZMmTcLbb79ttfES1QW2egzu3bsXS5Ys0dvu5+cHd3d3SKVSFBQUIDU1VVDDuJxIJMJbb72FSZMmWW28RHXFs88+qzehxsHBAX5+fpDJZHBwcEBhYSEePHggeMO9opEjR2L58uVmlWtLTEzECy+8gNzcXMF2qVSKFi1aoLi4GCkpKSgtLRXsj4yMxLfffgsnJyfLvsA6gDNVqU65ePGidhVUR0dH+Pv7w83NDXZ2dsjNzUVKSorgXcVyPj4++PrrrxmoEtWCrl27Yv369Xj11VcFT6ByuRzXrl0zeMywYcOwYsUKBqrU4C1evNisNzeysrIwbdo0g/sqe3MjNzcXO3fuxM6dOwE8Cmg9PT3h4uIChUKB9PR0vdVby02fPp2BKpGVDB06FBqNBm+99RaKi4u127Ozs5GdnW3wmOnTp+Mf//iHrYZI1Gikp6ebLEkFPHoNuWrVKvTq1ctGoyKqfaWlpYJFg41xdXXFokWLMH78eLNfswUHB2PLli2YO3eu4O9fhUKhF+6W69mzJz755JN6GagCDFWpDispKREUNTcmOjoaK1asQJMmTWwwKiIypEePHvjtt9/w2Wef4ccff9Te/qirffv2eOmllzBo0CAbj5Co8cjKykJWVpbJPq6urnj33XfxzDPP2GhURI3DsGHD0KFDB3z88cc4cOCA3myccl27dsWCBQvQrVs3G4+QqGHp3r075s+fjzNnzuDq1atGZ9uVs7OzQ7t27TBmzBg8++yzvOWfGrQ1a9bgyJEjOHnyJOLi4ozW+i4nEonQtm1bPPvssxg5cqTe3U/mCAsLw88//4yvvvoK27dvN/rGfqtWrTBz5kyMHj26Xk+04e3/VCecOHECBw8eRExMDJKSkvRuE9YllUrRp08fTJw4EV27drXRKInIHMXFxbh48SISExMhl8u1t5h06NABLVu2rO3hEdlUTZbhyMnJwe7du3HmzBlcvnxZ71YrQ4KCgjBq1Cg8//zzldaIJKLqKSgoQExMDO7cuYPCwkJIJBI0bdoUnTt3hp+fX20Pj6jB0Wg0uHfvHu7evYu0tDTI5XIolUpIpVLIZDI0bdoUkZGRcHV1re2hEtmcWq3GnTt3cO/ePaSmpqKgoABlZWVwcXGBm5sbAgICEB4ebtXHR2lpKWJjY3Hz5k3k5uZCLBbDx8cH7du3t2qJkNrEUJXqnKKiIty6dQspKSnIzMyEQqGAWq2GTCaDTCZDmzZt0LZtW4jF4toeKhERUZ2RkpKCu3fvIjU1FXK5HMXFxZBIJJDJZPD19UVkZCTL5BARERERWQlDVSIiIiIiIiIiIiILVL58FxERERERERERERFpMVQlIiIiIiIiIiIisgBDVSIiIiIiIiIiIiILMFQlIiIiIiIiIiIisgBDVSIiIiIiIiIiIiILMFQlIiIiIiIiIiIisgBDVSIiIiIiIiIiIiILMFQlIiIiIiIiIiIisgBDVSIiIiIiIiIiIiILMFQlIiIiIiIiIiIisgBDVSIiIiIiIiIiIiILMFQlIiIiIiIiIiIisgBDVSIiIiIiG/n0008RGhqq/Thz5kxtDwkAMGnSJMG4iIiIiMg0+9oeABEREdnW/fv3cfPmTTx48ACFhYVQq9WQyWRwd3dHcHAwQkJCIBaLa3uYRERURTk5Obhw4QLu378PhUIBqVSK5s2bo1OnTvD09LTadTQaDa5evYr4+HhkZ2cDAJo0aYKwsDCEh4dDJBJZ7VpERER1DUNVIiKiRuDGjRvYuXMnDh06hPT0dJN9nZ2d0alTJzzzzDMYNGgQpFKpjUZJjd2ZM2cwefJkbTsgIABHjhyp9XNRw5WZmYknnngCGo0GALB8+XKMGjXKaufXaDRISkpCXFwc4uLiEBsbi4SEBJSWlmr7jBw5EitXrrTK9a5fv45PPvkEf/75J9Rqtd5+sViM6OhovPLKKwgLC6vydUpLS7F161Zs2bLF6HOKv78/pkyZgkmTJsHBwaHK1yIiIqqrGKoSERE1YKmpqVixYgUOHjxo9jFFRUU4ceIETpw4gWXLlmH27NmYOnUqJBJJDY6UiBoD3bD75Zdfxvz582ttPH/++ac2ULWzs0O/fv2sct49e/bgl19+wZUrV5Cfn2+Vc1Zmy5Yt+OCDD1BWVma0j0qlwpEjR/DXX3/hzTffxKRJkyy+zoMHDzB37lxcu3bNZL+0tDSsWrUKv/76K7744gv4+flZfC0iIqK6jDVViYiIGqijR4/imWeeMRqouru7o1WrVoiIiEBgYCCcnZ31+hQUFGDNmjV44YUXanq4REQ2V3H2cocOHeDl5WWV8x4+fBinTp2yWaC6adMmLF++XC9Q9fHxQXh4OHx8fATby8rK8J///Adbt2616DoPHz7E5MmT9QJVJycnhISEIDg4WO8NuKtXr2Ly5Mna8gBEREQNBWeqEhERNUA///wz3nzzTahUKsH28PBwjB49GtHR0QgICNA7LikpCYcPH8bvv/+Oq1evarfn5OTU+JiJGoP58+fX6sxM+j/FxcU4deqUtt2/f3+bXFcqlUKhUFjtfBcuXMDq1asF27p164Y333wT4eHh2m2XL1/GBx98gLNnz2q3rVq1ClFRUYiMjDTrWm+++Sbu3bunbUskEixatAhjxozRvjGnUCiwc+dOrFmzBkqlEgBw584dLF26FF9++WWVv04iIqK6hjNViYiIGpjLly9j6dKlgkDVzc0NH3zwAfbs2YMXXnjBYKAKAEFBQZg1axb27t2Lzz77DK1bt7bVsImIbOrUqVMoKirStq11639FPj4+6NevH1555RV88803OHPmDKZPn27Va3zwwQeC3/f9+vXDhg0bBIEqAERERGDDhg3o27evdltZWRk++OADs65z/Phx/PXXX9q2g4MDNmzYgClTpgjudJBKpZg6dSq++eYbQS3Vo0eP4vTp05Z+eURERHUWQ1UiIqIGpKCgAAsXLhQsgtKkSRN8++23ePbZZy1aifnJJ5/Ezz//jNGjR9fEUImIatXRo0e1nzdv3hwhISFWO/e8efPw559/4vjx4/jyyy8xd+5cPPHEE/Dw8LDaNQDg2LFjuHjxorbt4eGB5cuXw9HR0WB/R0dHLF++XDCOc+fO4cSJE5Ve65NPPhG0Z82aha5duxrt361bN8ycOVOw7eOPP670OkRERPUFQ1UiIqIG5NNPP8X9+/e1bTs7O3z++edo165dlc7n6OiI999/H2+++aa1hkhEVOs0Go0gVLX2LNXw8HA0bdrUquc0ZPfu3YL2hAkTKq0L26RJE7062bt27TJ5zI0bNxAXF6dtS6VSzJgxo9LxzZw5E1KpVNu+ePEiEhMTKz2OiIioPmBNVSIiogZCLpdj586dgm1TpkxBx44dq33uQYMGmd03LS0NN2/eRHJysnaRFg8PD/j5+SEqKgru7u7VHo+uwsJCxMTEIC0tDdnZ2XBzc0P79u0RFRVV6ezctLQ0XLhwAQ8ePIBKpYKPjw86deqEli1bWmVsqampuHLlCrKysiCXy+Hm5gZvb2906tRJb/GY6lKpVLh06RJSUlKQmZkJlUqFkJAQk4GRWq3GnTt3cOvWLWRkZKCgoACOjo5wd3dHy5YtERkZaXTWW2ORlJSE69evIycnB/n5+XB3d4evry86d+5s9ZmHldFoNIiLi0NiYiKysrIgFovRrFkzdOrUqUZXV8/Pz8e5c+dw7949FBcXw8PDAy1btkTnzp3r5c/HlStXkJGRoW3bqp6qNZWUlOD48eOCbaNGjTLr2FGjRmHdunXa9l9//YWSkhKj38vDhw8L2oMHD4arq2ul13F1dcXgwYOxd+9e7bY//vgDwcHBZo3TkHv37uHatWtIT0+HUqmEn58funbtimbNmpk8TqPR4PLly7h+/Tqys7Ph7OyMgIAAdO/e3ayvhYiISBdDVSIiogZi+/btgsVPHBwcMHv27Bq/bllZGU6ePIkDBw7g1KlTSElJMdpXJBIhKioKM2fOxIABA8wuR/Dmm29i37592vbhw4cRGBiI9PR0fPLJJ/j9998NLvzSokULLF261GCoGB8fj//+9784ceIENBqN3v4uXbrg3XffRdu2bc0aY0UlJSX44YcfsHPnTty6dctgH5FIhPDwcMydOxcDBgww67yffvopPvvsM21769atePzxx5Gbm4v169fjl19+QWZmpuCYsLAwva+/oKAAf/zxB/744w+cPXsWeXl5Rq/p6OiIfv364cUXX9Sr0diQFRYWYtOmTdi3bx+Sk5MN9hGLxejcuTNeeeUVdOnSxazzGvseVkatVuO7777Dhg0bkJaWprdfJBKhd+/eWLx4MUJDQwFA+y/w6Fbsb7/91qwxVpSRkYGPPvoIv/zyi6CsSDmpVIrJkyfjxRdfFMxI1FVxLBV99tlngv8PXeb+/1iq4ixVNzc3s79/dcmZM2cEv/dat25ttF62rsDAQLRq1Qp37twB8Ojn/dy5c+jVq5fB/seOHRO0e/fubfY4e/bsKQhVjx49ihdffNFof2M/t8eOHcP69esRExOjd4xIJMLAgQPx9ttvw9/fX7BPo9Fg586dWL9+vcHnJ0dHR0ycOBELFiwQ1IYlIiKqDG//JyIiaiAOHTokaD/55JOV3gZqDa+99hpmzZqF3bt3mwxUgUcvbi9evIh58+ZhwYIF1VoB++LFi3jmmWewZ88eo+e5d+8eXnrpJb0wadeuXXj++edx/Phxg4EqAJw/fx5jx441+ALelNjYWAwZMgTLly83GqgCj/4vrly5grlz52LOnDlV/r+Ij4/H8OHDsXHjRr1A1ZgBAwbgjTfewKFDh0wGqsCjgPjAgQMYNWpUo1m5++jRo3jyySfx6aefGg1UgUczg8+ePYsJEybgnXfeQVlZWY2MRy6X44UXXsD7779vMFAFHv08/f333xg1ahT2799vleueP38ew4cPx969ew0GqsCjld6//PJLTJ48Gbm5uVa5ri1UDFWfeOIJwYJK9UV8fLygbeldCZ06dTJ5vnIajQY3btyo8rV0r3Pjxg2jv3eNWbNmDWbPnm3097FGo8GhQ4cwevRo3L59W7u9uLgYc+bMwTvvvGP0+amkpAQbN27EjBkzqvWcREREjQ9DVSIiogZAoVDg2rVrgm3mzn6sLqVSqbfNy8sLbdq0QYcOHRAWFgZPT0+9PgcPHsTcuXOhVqstvubdu3cxe/ZsbYhjb2+P1q1bIyIiQu8WaI1Gg+XLl+P8+fMAgF9//RX//Oc/tSGRVCpFSEgIwsPD9UoTKBQKvPzyy5UGj+WOHDmCyZMn6wVxDg4OaN26NSIjIxEUFAR7e+HNQkePHsWUKVMM/l+a8uDBA8yYMUNwG7Ofnx/Cw8PRqlUrSCQSg8eVlJQI2iKRCE2bNkVoaCiioqIQEhKiN2NLo9Hgo48+MjmrsCHYsWMH5s2bh4cPHwq2Ozs7Izg4GJGRkWjZsiXs7Oz0jluwYIHFYVFlFAoFpk+fLliMqFyzZs0QERGBli1ban+mSktLsXjxYpw9e7Za171y5QpmzZqlfYzZ2dmhRYsWiIyMRKtWrfRmmV++fLne1F5OS0sT/L60dj1VW0lKShK027RpY9HxurfgG6t1mpKSgqKiIm1bKpVWeqt9RQEBAYLfJwqFAg8ePDD7+G+++Qbr16/XtmUyGcLCwhAWFqY3OzozMxMvv/wySktLoVarsWDBAvz555/a/T4+PggPD0dISIje7+GYmBgsX77c7HERERHx9n8iIqIGIDY2Vm+W3GOPPWaz63t6emLIkCHo27cvIiIiDM6QvXv3Lvbs2YPNmzdrw8NTp05h69atmDp1qkXX++c//wm5XA6ZTIaXX34ZI0eOhEwm0+6Pi4vDW2+9hYSEBACPbp1esWIFPvroI7z99tvQaDRo1aoVXn/9dURHR2vrCKpUKhw4cADvvvsu5HI5ACA7OxtffPFFpYHRzZs3sXDhQhQXF2u3denSBbNmzUKPHj0EAWdBQQH279+PTz75BFlZWdoxL1++HO+9957Z/w+rV6/Gw4cPIRaLMWbMGEybNk1QC7a4uBgXLlwweGxQUBAGDx6MPn36ICwsTC9EVavViIuLw9atW/Hbb79pt69btw59+vRBZGSk2eOsL06dOoV//etfgqC/X79+mD59Ojp16iQIYXJzc7Fr1y588cUXKCwsBPCoLMXXX39t1bIba9asweXLl7VtkUiE0aNHY/bs2WjRooV2e05ODnbt2oV169ahqKgIS5YsqdZ1X331VSgUCnh4eOCll17Cs88+K3hzJD09HR9//LHebd3Hjh1DdHS03vk2bdoEALh+/TpWrVql3f7ss89ixIgRRscRFhZWra/DkCNHjmg/t7e3Nzje+qDijEwAFi+Mpdtf93zGtuveXm8Of39/wXlu375tVjB79+5dfPzxxwCAiIgILFq0CN26dYNYLAbw6A2i3bt3Y8WKFdo3i27duoWdO3eisLBQW7Zg2LBhmDNnDkJCQrTnzs3Nxccff4wffvhBu2337t2YOHFijfzcERFRw8NQlYiIqAHQnbEklUqtttBSZebMmYP27dsbnRVZrmXLlnjttdcwZMgQTJ06VTsDbuPGjZg4caLerCFTUlJS4O3tjS1bthicnRUZGYktW7Zg2LBh2hmHV65cwZw5c1BUVIQuXbpg/fr1eouTiMViPP300/Dy8sKUKVO023/66ScsWrTI6C3CZWVleO211wSB6vz58zFv3jyDdWNdXV0xZswYREdHY/Lkydq6htu3b8fYsWPRvn17s/4fsrKyYG9vjw8//BCDBw/W2+/k5ISePXvqbf/yyy8rrVNpZ2eHqKgoREVFoU+fPnjjjTcAPAqeN27cqA06apJSqcTJkyerdOz169ct6i+Xy7F48WJtoGpnZ4dly5Zh9OjRBvt7eHhg1qxZ6NevHyZNmoTs7GwAwNq1azFy5EirLEJ2/fp1fP/994Jt7733HsaOHavX19PTE7Nnz0b37t0xdepUk2ULzHH//n0EBARg8+bNgvC2nJ+fH1asWAF7e3vBAnk7d+40GFKW/xyWh2HlmjdvbvBntCZVvPW/U6dONbJ4ni3ozqa2dKEy3f7lP8OVXacqoaqfn58gVNU9pzHp6ekAHi2WuGbNGr3fwY6OjnjhhRcglUq1v6MAYMOGDdprLFmyxOAbdx4eHvjXv/6F4uJibc1ujUaDPXv24K233rLo6yMiosaJt/8TERE1ALq1DL28vMxeBKq6OnbsWGmgWlG7du3w+uuva9vp6ek4ceKExdddsWKFydtdvby89F5IJyYmwsPDAx9//LHJ1Z67d+8uWIglOzsbV65cMdr/wIED2lmxADB27Fi8/PLLlX4P/Pz8sHbtWsGt5Bs3bjR5jK7p06cbDFRNsXThnxEjRuCZZ57Rtg8dOoT8/HyLzlEVWVlZmDZtWpU+Ks6GNMf27dsFNWkXLlxoNFCtqE2bNli5cqW2XVpaiu+++86iaxvz3XffCWbNPvfccwYD1YoiIyOrPUsVeBR+fvLJJwYD1Ypef/11weP/xIkTVSrpYSsKhQKnT5/Wtuvrrf8A9Op/mloozBDd2enG6onqbq/KYk7mXsuQ5s2bY9WqVSbr3o4YMUJQziAlJQXFxcUYNmxYpXdCLFy4UPA7+K+//jJ7bERE1LgxVCUiImoAdGt+VrwVvi4aOnSoYMaasVvUjenYsSP69OlTaT9DdWXHjx9v1izC/v37C9q6NWsr2rJli/ZzZ2dnLFq0qNLzlwsNDRWM8/Dhw1CpVGYd6+zsbHIVbWuqGKqWlZUJbkmv71QqlWAxs2bNmmHatGlmHx8dHS2YXXzw4MFqj6mkpERQdkEsFuPVV18169jRo0ejVatW1br+oEGDEBERUWk/d3d3wYrxRUVFejPn65KTJ08KagrrPs7rE91gsryMibmcnJwE7fIyFpVdx5I30Yxdy5JQdfbs2WYFxroBuUgkwvz58ys9rrwOdbl79+4Z/b8gIiKqiKEqERFRA6D7ArAqM4lsSSqVCuquGlt12hhzZ2a2atVKb3aTuceGhoYK2sYWVsnJyUFcXJy23bdvX4tvJ64YShladMyY6OhokzNurSkwMFDQNneM9cH169cFi309/fTTFq8GX/F7mJSUZPRWakvGVDF46tatm9m3d4tEIgwfPrxa13/66afN7tuuXTtB25JFiGzt8OHD2s9bt25d7fC5NukubGdpqKrb39hCebrbLX1sGLpWxVIppohEIgwaNMisvhXrpQKP6vGa+/1t27at9nO1Wo20tDSzjiMiosaNNVWJiIgaABcXF0G74krNtnTz5k0cOHAAV69eRWJiIvLy8lBYWIjS0lKTx+Xk5Fh0HXMX4RKLxXBzc9MGXA4ODnovvI3x8PAQtAsKCgz2i4mJEaz4XpUFwnQXbElMTDRrlmB1F4tSq9U4c+YMjh07huvXr+Pu3bvIz89HYWFhpbdwW/o9q4qAgADBokKWOHPmDCZPnmxW3/PnzwvaVfke6i76k5SUZHDBNnPplpvo2LGjRcd36tSpytcGLPs/aNKkiaBti9IQVaFWq7ULFwH1+9Z/4NGM0Yq/6yvOwDWHbn9jM1B1t1f2+7w619IVGBio97vYmIoLqQEwuzY1oP/7njNViYjIHAxViYiIGgDdmZG2DjVu3LiBZcuW4dy5c1U6Xi6XW9Rf98WzKRVn7bq7u+stlGOM7u2qxmZx6d7qvHr1aqxevdrs8RmiW87BGN3Zo5b4448/sGLFiiovaFRXg7OqSExMFLRfffVVs2+1N0a3zrGlyhfoKVexXqQ5LO2vSzcoNUV3Zryxx0pti4uLEyyQZKg8SH0ilUqrFarqzhY1dou97vaqfH/NvZYuS96Y0P2dbcmxuj/D5s6kJSKixo2hKhERUQOgO8umurceW+Lo0aOYP39+lWYvlbP02KrU9KvOcQAEs1ErqokZm+YGllW99X/NmjVYv359lY4tZ2mAU5dVNwA1xNjMZnPp/gy4ublZdLyl/XXVxGOlth09elT7uYeHh8Wzf+saqVQqCIktqVMK6N/RYG6oWpU7Icy9lq7q/Bw2xJ9hIiKqWxiqEhERNQBBQUGCdmFhIe7evYuWLVvW6HVv376NBQsWCEJRkUiEyMhIdOzYEc2bN4e3tzckEoneC9zFixcjKyurRsdnCzUxY9PcF/T29pb/Kbdv3z69QNXJyQldunRBREQEmjVrBk9PTzg6OgpqJ2ZlZWHx4sUWX68+qInvYWXlEyqjG1pbWsfS0vqajUHFUhLR0dFmz1qvq5o0aYL79+9r27qzmyuj29/Y7GTd7VWpN2rutYiIiOoThqpEREQNQIcOHWBvb4+ysjLttitXrtR4qPrhhx8Kwp/IyEisXLnSrFuPRSJRTQ7NZnRvOZ0yZQr69u1brXM2b968WscbU1JSgv/+97+CbaNGjcLixYsrLalQl1d0ry7d7+GiRYuqVFe1ojZt2lTreN2ZppbOQqzuTNmGJjk5GQkJCdp2fa+nCjxaaOvSpUvadmpqqkXH6/Zv3bq10etUVJVQVfcY3TcCiYiI6iOGqkRERA2AVCpF+/btBavQHzlyBEOHDq2xaxYWFuLPP//Utr29vfHNN9/o1Xc1xty6oXWdbhjp4+ODnj171tJoTDt79qxgdnDv3r2xfPlys45tKN8vQ3S/h4GBgbX+PdR9HFk6CzEjI8Oaw6n3Kt767+DggCeeeKIWR2MdusGkbm3gyui+UWIs6AwICICTk5O2zqhCoUBKSgoCAgLMuk5KSorg9n+pVKq3sBsREVF9ZFfbAyAiIiLrePLJJwXtgwcP1ugK7deuXRPc9j906FCzA9W7d+82mJqcuotF3bt3r5ZGUrmKs9oAYPz48WYfe+vWLSuPpu6oi99D3Zmu8fHxFh1vaf+GrmKo2q1btyrXI65LwsLCBO0LFy5YdLxu/3bt2hnsJxKJEBoaKth28eLFKl8nNDS0wdypQEREjRtDVSIiogZi7NixgsU/SkpK8PXXX9fY9XTroRq7ddSQ06dPW3s4taZ79+6Cdl3+2iouagM03u+Zrscff1zQrgtfa0REhKB97Ngxi+q0VqwfWpfY2QlffthiQaCCggKcPXtW224It/4Dj35uK/7Ov3PnDlJSUsw6Njk5GXfu3NG2XVxc0K1bN6P9dUuanDhxwuxxnjx5UtBuKP//REREDFWJiIgaCHd3d4wePVqwbfPmzYiNja32uY8dO6a3TTcMqThr1RSNRoMffvih2mOqK/z8/NC2bVtt+969ewb/v+qCqn7PsrKycPDgwZoYUp0QGRkpmGV9+vTpWp+Z6+fnh/DwcG07IyMDf/zxh1nHpqamCmZm1iXOzs6CdlVWkrfU33//LfhZbyihnkQiQa9evQTb9uzZY9axuv2eeOIJk4ub9e/fX9D+3//+h8LCwkqvU1BQgP/973+CbQMGDDBrjERERHUdQ1UiIqIGZP78+YI6dyqVCvPmzcONGzeqdL7S0lKsWrUK7733nt4+Hx8fQTsmJsasc27btq3B3Zo8Y8YMQXv58uU1sqJ8dXl7ewva5n7Pli1b1mDKNRji4OCAyZMna9sajQbvvPOO2aFzTRkzZoygvXLlykpLeqjVavzrX/+CUqmsyaFVmW6JEHNnVlZHxYC5bdu2euUe6jPdN9K+//57ZGdnmzzm4cOH2LZtm8nz6AoLCxPMnlYoFPjmm28qHd8333wjWGQtKiqq2ou4ERER1RUMVYmIiBoQmUyGjz/+GA4ODtptmZmZmDRpEn799VeLbrU9e/YsRo0ahY0bNxrcHx4eLrjOoUOHKq3pd/ToUaxcudLsMdQXw4cPR0hIiLZ9584dzJo1y6LFhUpLS7Fv3z589dVXNTFEAECnTp0E7a+//rrSAOajjz7Sm2nWEE2ZMkUQOsfExGDBggUWheMKhQJbt27Frl27rDKmkSNHolWrVtp2SkoKpk+fjvv37xvsX1BQgMWLF+PYsWN1tmZlQECA4Jb1U6dO1egiaCqVSjBzXHfGZX3Xt29fREVFadu5ublYunSp0TcESkpK8NZbbyE3N1e7rUuXLmYt3LVgwQJB++uvv8a5c+eM9j979qxe8Prqq69Weh0iIqL6wr62B0BERETWFRkZiWXLlmHp0qXaGox5eXlYtGgRNm/ejNGjR6NPnz5o1qyZ3rF37tzB0aNHceDAgUoXIpFKpXjqqafw66+/AngUXsyaNQv/+Mc/MGLECEgkEsF5N2/ejB07dkCtVqNJkyZQqVSCF/b1mVgsxtq1azFmzBhtCHfx4kUMHz4cEydOxPDhww3WL83KysLly5dx9OhRHDp0CNnZ2Rg5cmSNjbNr164ICAjQzg588OABxo8fj3feeQc9e/bUBnEajQYXL17Ep59+qq2HGBwcbPHq4vWJm5sbPvnkE0ydOlUbSB05cgRDhw7F1KlTMXjwYIOPmQcPHiA2NhZ//PEHjh49ioKCArz88stWGZNEIsGyZcswZcoU7WP52rVrGDZsGAYPHozHH38cTZo0QX5+Pq5cuYJff/0VmZmZAB7VWN6+fbtVxmFNdnZ26NGjBw4fPgwAkMvlGDNmDEaNGoWgoCBB4Ao8evPG3AXwDLl48aLg94ytQlWlUml0JrhuKJ6ZmalXd7RcmzZt4Ovra/JaixcvxqRJk7Q/I0ePHsX06dPx5ptvCkpIXLlyBatWrRLUlxWLxVi8eLFZX1OfPn3Qu3dvHD9+HMCjN4JmzJiBRYsWYcyYMdrSDgqFAjt37sSaNWsE4W50dDR69Ohh1rWIiIjqA4aqREREDdDIkSPh5uaGN954AwUFBdrtly9fxuXLlwEAHh4e8PT0hJubG3Jzc5GZmWm0vqHurf7lXnnlFfz555/aaxQUFOCdd97B+++/j1atWsHR0RGZmZlIS0vTHiMWi7FixQq89957DSZUBYCgoCB89tlnWLBggXbmXV5eHj7//HN8/vnn8PT0hI+PD5ydnVFQUICcnJxKZ4lam4ODAxYvXiyYLXbnzh1Mnz4d7u7uCAwMhFqtxoMHDwTfG29vb/z73//GhAkTbDpeW+vSpQtWrVqFJUuWaG+fT09Px6pVq7Bq1Sr4+PigSZMmcHR0RH5+PrKzs2t0liXwaKX6FStWYMmSJdrQrLi4GD/++CN+/PFHg8d06NABS5YsEYSqYrG4RsdpialTp+LIkSPamfN37tzBhx9+aLDv1q1b9RYSs0TFBbu8vb0RGRlZ5XNZIjMzE9OmTTOr7/Hjx7VBpa4VK1bgueeeM3l8ly5d8Nprr+G///2vdtvZs2fx3HPPwdfXFz4+PsjIyNAG7hUtXrxYMNO1MqtWrcLYsWORnJwM4FF4vHz5cqxZswbNmzeHRqPB/fv39cpPtGjRokHepUBERI0bb/8nIiJqoAYOHIiffvrJ6KIgubm5uH37NuLi4nDv3j2DgaqHhweWLFmC7777zuA5WrRogU8++URvdplSqcSNGzdw+fJlQaAqkUjw3//+F9HR0dX4yuqu7t27Y/fu3XortwNATk4OEhISEBsbi8TERIOBqkgkgr+/f42OcciQIVi4cKHe7eF5eXm4evUq4uPjBYFq06ZNsWnTphofV10xdOhQbNu2TXDbfbnMzExcv34dcXFxuH37tsFAVSwWVzqz0FIjRozAF198Ydb3YPDgwdi4cSNUKpVgu5ubm1XHVB3dunXDW2+9JSgfUlMq1lONjo6us2URqmvWrFl444039MLzjIwMXL16VS9QFYvFWLJkidnBbzlvb29s3boVYWFhgu3FxcW4efMmbt26pReotmvXDlu3boWXl5dF1yIiIqrrOFOViIioAQsMDMS6desQHx+PnTt34tChQwZnK1UklUrRpUsXjBw5EgMHDjS5IjQA9O7dG7t378bq1auNrjhub2+PAQMGYOHChQZvg29IWrRogd27d+PIkSPYsmULYmJiTC54JBaLERkZiSeeeALPPPMMmjdvXuNjnDNnDtq1a4c1a9bg+vXrBvu4urpizJgxmDt3Ltzc3LQz0xqDxx57DPv378cvv/yCH374AZcvX9YLKStydHREp06dEB0djWHDhlk9VAUe1c7cv38/fvvtNxw4cACJiYnIysqCvb09mjZtis6dO2PkyJHo3LkzACA1NVVwvKurq9XHVB2TJk1CdHQ0fvzxR8TExCApKQn5+fkoLi62qPazKXfv3kVSUpK23dDqqeqaPn06evTogY8//hh//fWXdmZzRXZ2doiOjsarr76qF4yaKyAgALt27cKWLVuwdetWZGRkGOzn6+uLKVOmYPLkyZU+jxAREdVHIo21/mohIiKieuHevXtISEhAWloaCgsLodFo4ObmBg8PDwQHByMkJKTKtwpnZGTg/PnzSE9PR1FREVxdXdGyZUt07NgRMpnMyl9J/VBUVIRLly4hLS0Nubm5KC4uhlQqhaenJ1q3bo3g4GC9mb62lJiYiNjYWDx8+BAqlUr7c9ChQwcGIf9ffn4+Ll26hIyMDOTk5KCsrAwuLi5o0qQJgoKC0Lp1a0EN4brg6NGjmDNnjrY9f/58q9V6rS82bdqkveVcIpHgzJkz2rqfDV12djYuXLiA+/fvQ6FQQCqVonnz5ujUqZNVZ4yq1WpcuXIFN27cwMOHDwEATZo0QVhYGMLDw2FnxxsjiYio4WKoSkRERETUwCxfvhxbtmzRttevX4++ffvW3oBqwaRJk7SLMkVHR+Orr76q5RERERFRQ8K3DomIiIiIGpCCggLBIlb29vY2W6CprpDL5bhw4YK23dBv/SciIiLbY6hKRERERFSHWXJjmUajwbvvvitYRKtfv36NbpGgv/76C2VlZdp2v379anE0RERE1BDx9n8iIiIiojps6tSpGDp0KIYOHWqy/m5mZiaWLVuGAwcOaLeJRCJ8++236Nq1qy2GSkRERNRoMFQlIiIiIqrD+vfvj5SUFDg7O6NXr16IjIxE8+bN4erqiqKiIu0CcUePHoVSqRQcO2HCBLzzzju1NHIiIiKihouhKhERERFRHVYeqlrqqaeewurVqyGRSGpgVERERESNm31tD4CIiIiIiIzz8/OzKFT18PDA7NmzMX36dIhEohocGREREVHjxZmqRERERER1XHx8PE6ePInY2FjcvXsXaWlpUCgU0Gg0kMlk8PT0xGOPPYbHH38cTz31FFxcXGp7yEREREQNGkNVIiIiIiIiIiIiIgvY1fYAiIiIiIiIiIiIiOoThqpEREREREREREREFmCoSkRERERERERERGQBhqpEREREREREREREFmCoSkRERERERERERGQBhqpEREREREREREREFmCoSkRERERERERERGQBhqpEREREREREREREFmCoSkRERERERERERGSB/wcgkMDLSKL9kwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.style.use('seaborn-whitegrid')\n",
    "plt.figure(figsize=(16, 6))\n",
    "size1, size2, line_width = 15, 20, 3\n",
    "# plt.plot(heights, Mean_Org, label='Original', color='gray', marker='s', markersize=size1, linewidth=line_width)\n",
    "# plt.plot(heights, Mean_FPS_LoD_2, label='LoD 2 Only', color=plt.get_cmap('Paired')(3), marker='D', markersize=size1, linewidth=line_width)\n",
    "# plt.plot(heights, Mean_FPS_LoD_1, label='LoD 1 Only', color=plt.get_cmap('Paired')(1), marker='o', markersize=size1, linewidth=line_width)\n",
    "# plt.plot(heights, Mean_FPS_LoD, label='LoD', color=plt.get_cmap('Accent')(5), marker='*', markersize=size2, linewidth=line_width)\n",
    "\n",
    "# plt.fill_between(heights, Min_Org, Mean_Org, color='black', alpha=0.1)\n",
    "# plt.fill_between(heights, Min_FPS_LoD_2, Mean_FPS_LoD_2, color='g', alpha=0.1)\n",
    "# plt.fill_between(heights, Min_FPS_LoD_1, Mean_FPS_LoD_1, color='b', alpha=0.1)\n",
    "# plt.fill_between(heights, Min_FPS_LoD, Mean_FPS_LoD, color='r', alpha=0.1)\n",
    "\n",
    "plt.plot(heights, Min_Org, color='gray', marker='s', linestyle='dashed', label='Original', markersize=size1, linewidth=line_width)\n",
    "plt.plot(heights, Min_FPS_LoD_2, color=plt.get_cmap('Paired')(3), marker='D', linestyle='dashed', label='LoD 2 Only', markersize=size1, linewidth=line_width)\n",
    "plt.plot(heights, Min_FPS_LoD_1, color=plt.get_cmap('Paired')(1), marker='o', linestyle='dashed', label='LoD 1 Only', markersize=size1, linewidth=line_width)\n",
    "plt.plot(heights, Min_FPS_LoD, color=plt.get_cmap('Accent')(5), marker='*', linestyle='dashed', label='LoD', markersize=size2, linewidth=line_width)\n",
    "\n",
    "# draw the line of 25 FPS\n",
    "plt.plot([5, 30], [25, 25], color='red', label=\"25 FPS\", linestyle='dotted', linewidth=line_width, alpha=0.5)\n",
    "plt.fill_between([5, 30], [8, 8], [25, 25], color='black', alpha=0.05)\n",
    "\n",
    "font_size = 30\n",
    "plt.xticks(fontsize=font_size)\n",
    "plt.yticks(fontsize=font_size)\n",
    "plt.xlabel('Camera Height / 100m', fontsize=font_size)\n",
    "plt.ylabel('Min FPS', fontsize=font_size)\n",
    "plt.legend(fontsize=font_size-8, ncol=2)\n",
    "plt.grid(False)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gaussian_splatting",
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